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ORCIDBibTeX records: Carlos Guestrin
@article{DBLP:journals/nature/YuksekgonulBBLLHGZ25,
author = {Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Federico Bianchi and
Joseph Boen and
Sheng Liu and
Pan Lu and
Zhi Huang and
Carlos Guestrin and
James Zou},
title = {Optimizing generative {AI} by backpropagating language model feedback},
journal = {Nat.},
volume = {639},
number = {8055},
pages = {609--616},
year = {2025},
url = {https://doi.org/10.1038/s41586-025-08661-4},
doi = {10.1038/S41586-025-08661-4},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/YuksekgonulBBLLHGZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GaoLG25,
author = {Irena Gao and
Percy Liang and
Carlos Guestrin},
title = {Model Equality Testing: Which Model is this {API} Serving?},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=QCDdI7X3f9},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GaoLG25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/MeisterGH25,
author = {Nicole Meister and
Carlos Guestrin and
Tatsunori Hashimoto},
editor = {Luis Chiruzzo and
Alan Ritter and
Lu Wang},
title = {Benchmarking Distributional Alignment of Large Language Models},
booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas
Chapter of the Association for Computational Linguistics: Human Language
Technologies, {NAACL} 2025 - Volume 1: Long Papers, Albuquerque, New
Mexico, USA, April 29 - May 4, 2025},
pages = {24--49},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.naacl-long.2},
doi = {10.18653/V1/2025.NAACL-LONG.2},
timestamp = {Thu, 14 Aug 2025 11:28:41 +0200},
biburl = {https://dblp.org/rec/conf/naacl/MeisterGH25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-05298,
author = {Karan Dalal and
Daniel Koceja and
Gashon Hussein and
Jiarui Xu and
Yue Zhao and
Youjin Song and
Shihao Han and
Ka Chun Cheung and
Jan Kautz and
Carlos Guestrin and
Tatsunori Hashimoto and
Sanmi Koyejo and
Yejin Choi and
Yu Sun and
Xiaolong Wang},
title = {One-Minute Video Generation with Test-Time Training},
journal = {CoRR},
volume = {abs/2504.05298},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.05298},
doi = {10.48550/ARXIV.2504.05298},
eprinttype = {arXiv},
eprint = {2504.05298},
timestamp = {Thu, 22 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-05298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-06549,
author = {Judy Hanwen Shen and
Carlos Guestrin},
title = {Societal Impacts Research Requires Benchmarks for Creative Composition
Tasks},
journal = {CoRR},
volume = {abs/2504.06549},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.06549},
doi = {10.48550/ARXIV.2504.06549},
eprinttype = {arXiv},
eprint = {2504.06549},
timestamp = {Wed, 21 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-06549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-18524,
author = {Guowei Xu and
Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Carlos Guestrin and
James Y. Zou},
title = {metaTextGrad: Automatically optimizing language model optimizers},
journal = {CoRR},
volume = {abs/2505.18524},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.18524},
doi = {10.48550/ARXIV.2505.18524},
eprinttype = {arXiv},
eprint = {2505.18524},
timestamp = {Thu, 26 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-18524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-21887,
author = {Edward Chen and
Sang T. Truong and
Natalie Dullerud and
Sanmi Koyejo and
Carlos Guestrin},
title = {Interactive Multi-Objective Probabilistic Preference Learning with
Soft and Hard Bounds},
journal = {CoRR},
volume = {abs/2506.21887},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.21887},
doi = {10.48550/ARXIV.2506.21887},
eprinttype = {arXiv},
eprint = {2506.21887},
timestamp = {Sat, 12 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-21887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/PatelKGZ24,
author = {Liana Patel and
Peter Kraft and
Carlos Guestrin and
Matei Zaharia},
title = {{ACORN:} Performant and Predicate-Agnostic Search Over Vector Embeddings
and Structured Data},
journal = {Proc. {ACM} Manag. Data},
volume = {2},
number = {3},
pages = {120},
year = {2024},
url = {https://doi.org/10.1145/3654923},
doi = {10.1145/3654923},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmmod/PatelKGZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RanjanGRGL24,
author = {Rishabh Ranjan and
Saurabh Garg and
Mrigank Raman and
Carlos Guestrin and
Zachary C. Lipton},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Post-Hoc Reversal: Are We Selecting Models Prematurely?},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/a6805b5564bd8d813a81c4b5a97e5ca6-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RanjanGRGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/satml/WorledgeSMWG24,
author = {Theodora Worledge and
Judy Hanwen Shen and
Nicole Meister and
Caleb Winston and
Carlos Guestrin},
title = {Unifying Corroborative and Contributive Attributions in Large Language
Models},
booktitle = {{IEEE} Conference on Secure and Trustworthy Machine Learning, SaTML
2024, Toronto, ON, Canada, April 9-11, 2024},
pages = {665--683},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SaTML59370.2024.00039},
doi = {10.1109/SATML59370.2024.00039},
timestamp = {Wed, 15 May 2024 16:13:31 +0200},
biburl = {https://dblp.org/rec/conf/satml/WorledgeSMWG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/KangLSGZH24,
author = {Daniel Kang and
Xuechen Li and
Ion Stoica and
Carlos Guestrin and
Matei Zaharia and
Tatsunori Hashimoto},
title = {Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard
Security Attacks},
booktitle = {{IEEE} Security and Privacy, {SP} 2024 - Workshops, San Francisco,
CA, USA, May 23, 2024},
pages = {132--143},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/SPW63631.2024.00018},
doi = {10.1109/SPW63631.2024.00018},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sp/KangLSGZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04871,
author = {Liana Patel and
Peter Kraft and
Carlos Guestrin and
Matei Zaharia},
title = {{ACORN:} Performant and Predicate-Agnostic Search Over Vector Embeddings
and Structured Data},
journal = {CoRR},
volume = {abs/2403.04871},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04871},
doi = {10.48550/ARXIV.2403.04871},
eprinttype = {arXiv},
eprint = {2403.04871},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-07815,
author = {Rishabh Ranjan and
Saurabh Garg and
Mrigank Raman and
Carlos Guestrin and
Zachary Chase Lipton},
title = {Post-Hoc Reversal: Are We Selecting Models Prematurely?},
journal = {CoRR},
volume = {abs/2404.07815},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.07815},
doi = {10.48550/ARXIV.2404.07815},
eprinttype = {arXiv},
eprint = {2404.07815},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-07815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07496,
author = {Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Federico Bianchi and
Joseph Boen and
Sheng Liu and
Zhi Huang and
Carlos Guestrin and
James Zou},
title = {TextGrad: Automatic "Differentiation" via Text},
journal = {CoRR},
volume = {abs/2406.07496},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.07496},
doi = {10.48550/ARXIV.2406.07496},
eprinttype = {arXiv},
eprint = {2406.07496},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-07496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-04620,
author = {Yu Sun and
Xinhao Li and
Karan Dalal and
Jiarui Xu and
Arjun Vikram and
Genghan Zhang and
Yann Dubois and
Xinlei Chen and
Xiaolong Wang and
Sanmi Koyejo and
Tatsunori Hashimoto and
Carlos Guestrin},
title = {Learning to (Learn at Test Time): RNNs with Expressive Hidden States},
journal = {CoRR},
volume = {abs/2407.04620},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.04620},
doi = {10.48550/ARXIV.2407.04620},
eprinttype = {arXiv},
eprint = {2407.04620},
timestamp = {Fri, 23 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-04620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-11418,
author = {Liana Patel and
Siddharth Jha and
Carlos Guestrin and
Matei Zaharia},
title = {{LOTUS:} Enabling Semantic Queries with LLMs Over Tables of Unstructured
and Structured Data},
journal = {CoRR},
volume = {abs/2407.11418},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.11418},
doi = {10.48550/ARXIV.2407.11418},
eprinttype = {arXiv},
eprint = {2407.11418},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-11418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-14717,
author = {Asim Biswal and
Liana Patel and
Siddarth Jha and
Amog Kamsetty and
Shu Liu and
Joseph E. Gonzalez and
Carlos Guestrin and
Matei Zaharia},
title = {Text2SQL is Not Enough: Unifying {AI} and Databases with {TAG}},
journal = {CoRR},
volume = {abs/2408.14717},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.14717},
doi = {10.48550/ARXIV.2408.14717},
eprinttype = {arXiv},
eprint = {2408.14717},
timestamp = {Sat, 28 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-14717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-20247,
author = {Irena Gao and
Percy Liang and
Carlos Guestrin},
title = {Model Equality Testing: Which Model Is This {API} Serving?},
journal = {CoRR},
volume = {abs/2410.20247},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.20247},
doi = {10.48550/ARXIV.2410.20247},
eprinttype = {arXiv},
eprint = {2410.20247},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-20247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-05403,
author = {Nicole Meister and
Carlos Guestrin and
Tatsunori Hashimoto},
title = {Benchmarking Distributional Alignment of Large Language Models},
journal = {CoRR},
volume = {abs/2411.05403},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.05403},
doi = {10.48550/ARXIV.2411.05403},
eprinttype = {arXiv},
eprint = {2411.05403},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-05403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-17375,
author = {Theodora Worledge and
Tatsunori Hashimoto and
Carlos Guestrin},
title = {The Extractive-Abstractive Spectrum: Uncovering Verifiability Trade-offs
in {LLM} Generations},
journal = {CoRR},
volume = {abs/2411.17375},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.17375},
doi = {10.48550/ARXIV.2411.17375},
eprinttype = {arXiv},
eprint = {2411.17375},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-17375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-06154,
author = {Edward Chen and
Natalie Dullerud and
Thomas Niedermayr and
Elizabeth Kidd and
Ransalu Senanayake and
Pang Wei Koh and
Sanmi Koyejo and
Carlos Guestrin},
title = {MoSH: Modeling Multi-Objective Tradeoffs with Soft and Hard Bounds},
journal = {CoRR},
volume = {abs/2412.06154},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.06154},
doi = {10.48550/ARXIV.2412.06154},
eprinttype = {arXiv},
eprint = {2412.06154},
timestamp = {Wed, 15 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-06154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-09565,
author = {Luke Bailey and
Alex Serrano and
Abhay Sheshadri and
Mikhail Seleznyov and
Jordan Taylor and
Erik Jenner and
Jacob Hilton and
Stephen Casper and
Carlos Guestrin and
Scott Emmons},
title = {Obfuscated Activations Bypass {LLM} Latent-Space Defenses},
journal = {CoRR},
volume = {abs/2412.09565},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.09565},
doi = {10.48550/ARXIV.2412.09565},
eprinttype = {arXiv},
eprint = {2412.09565},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-09565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DuboisLTZGBGLH23,
author = {Yann Dubois and
Chen Xuechen Li and
Rohan Taori and
Tianyi Zhang and
Ishaan Gulrajani and
Jimmy Ba and
Carlos Guestrin and
Percy Liang and
Tatsunori B. Hashimoto},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {AlpacaFarm: {A} Simulation Framework for Methods that Learn from Human
Feedback},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5fc47800ee5b30b8777fdd30abcaaf3b-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DuboisLTZGBGLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuksekgonulZZG23,
author = {Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Linjun Zhang and
James Y. Zou and
Carlos Guestrin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Beyond Confidence: Reliable Models Should Also Consider Atypicality},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/7900318ffaf5e9bc60250f134c6cc3c7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuksekgonulZZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05733,
author = {Daniel Kang and
Xuechen Li and
Ion Stoica and
Carlos Guestrin and
Matei Zaharia and
Tatsunori Hashimoto},
title = {Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard
Security Attacks},
journal = {CoRR},
volume = {abs/2302.05733},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05733},
doi = {10.48550/ARXIV.2302.05733},
eprinttype = {arXiv},
eprint = {2302.05733},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14387,
author = {Yann Dubois and
Xuechen Li and
Rohan Taori and
Tianyi Zhang and
Ishaan Gulrajani and
Jimmy Ba and
Carlos Guestrin and
Percy Liang and
Tatsunori B. Hashimoto},
title = {AlpacaFarm: {A} Simulation Framework for Methods that Learn from Human
Feedback},
journal = {CoRR},
volume = {abs/2305.14387},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14387},
doi = {10.48550/ARXIV.2305.14387},
eprinttype = {arXiv},
eprint = {2305.14387},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18262,
author = {Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Linjun Zhang and
James Zou and
Carlos Guestrin},
title = {Beyond Confidence: Reliable Models Should Also Consider Atypicality},
journal = {CoRR},
volume = {abs/2305.18262},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18262},
doi = {10.48550/ARXIV.2305.18262},
eprinttype = {arXiv},
eprint = {2305.18262},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13807,
author = {Yu Sun and
Xinhao Li and
Karan Dalal and
Chloe Hsu and
Sanmi Koyejo and
Carlos Guestrin and
Xiaolong Wang and
Tatsunori Hashimoto and
Xinlei Chen},
title = {Learning to (Learn at Test Time)},
journal = {CoRR},
volume = {abs/2310.13807},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13807},
doi = {10.48550/ARXIV.2310.13807},
eprinttype = {arXiv},
eprint = {2310.13807},
timestamp = {Fri, 23 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12233,
author = {Theodora Worledge and
Judy Hanwen Shen and
Nicole Meister and
Caleb Winston and
Carlos Guestrin},
title = {Unifying Corroborative and Contributive Attributions in Large Language
Models},
journal = {CoRR},
volume = {abs/2311.12233},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12233},
doi = {10.48550/ARXIV.2311.12233},
eprinttype = {arXiv},
eprint = {2311.12233},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WortsmanHGFR21,
author = {Mitchell Wortsman and
Maxwell Horton and
Carlos Guestrin and
Ali Farhadi and
Mohammad Rastegari},
editor = {Marina Meila and
Tong Zhang},
title = {Learning Neural Network Subspaces},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11217--11227},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wortsman21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WortsmanHGFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RibeiroWG021,
author = {Marco T{\'{u}}lio Ribeiro and
Tongshuang Wu and
Carlos Guestrin and
Sameer Singh},
editor = {Zhi{-}Hua Zhou},
title = {Beyond Accuracy: Behavioral Testing of {NLP} Models with Checklist
(Extended Abstract)},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4824--4828},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/659},
doi = {10.24963/IJCAI.2021/659},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/RibeiroWG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10472,
author = {Mitchell Wortsman and
Maxwell Horton and
Carlos Guestrin and
Ali Farhadi and
Mohammad Rastegari},
title = {Learning Neural Network Subspaces},
journal = {CoRR},
volume = {abs/2102.10472},
year = {2021},
url = {https://arxiv.org/abs/2102.10472},
eprinttype = {arXiv},
eprint = {2102.10472},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/FireG20,
author = {Michael Fire and
Carlos Guestrin},
title = {The rise and fall of network stars: Analyzing 2.5 million graphs to
reveal how high-degree vertices emerge over time},
journal = {Inf. Process. Manag.},
volume = {57},
number = {2},
pages = {102041},
year = {2020},
url = {https://doi.org/10.1016/j.ipm.2019.05.002},
doi = {10.1016/J.IPM.2019.05.002},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/FireG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RibeiroWGS20,
author = {Marco T{\'{u}}lio Ribeiro and
Tongshuang Wu and
Carlos Guestrin and
Sameer Singh},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Beyond Accuracy: Behavioral Testing of {NLP} Models with CheckList},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {4902--4912},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.442},
doi = {10.18653/V1/2020.ACL-MAIN.442},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RibeiroWGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JohnsonAGG20,
author = {Tyler B. Johnson and
Pulkit Agrawal and
Haijie Gu and
Carlos Guestrin},
title = {AdaScale {SGD:} {A} User-Friendly Algorithm for Distributed Training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4911--4920},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/johnson20a.html},
timestamp = {Wed, 05 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JohnsonAGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04118,
author = {Marco T{\'{u}}lio Ribeiro and
Tongshuang Wu and
Carlos Guestrin and
Sameer Singh},
title = {Beyond Accuracy: Behavioral Testing of {NLP} models with CheckList},
journal = {CoRR},
volume = {abs/2005.04118},
year = {2020},
url = {https://arxiv.org/abs/2005.04118},
eprinttype = {arXiv},
eprint = {2005.04118},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07630,
author = {Emilien Dupont and
Miguel {\'{A}}ngel Bautista and
Alex Colburn and
Aditya Sankar and
Carlos Guestrin and
Josh M. Susskind and
Qi Shan},
title = {Equivariant Neural Rendering},
journal = {CoRR},
volume = {abs/2006.07630},
year = {2020},
url = {https://arxiv.org/abs/2006.07630},
eprinttype = {arXiv},
eprint = {2006.07630},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10705,
author = {Shuangfei Zhai and
Walter Talbott and
Miguel {\'{A}}ngel Bautista and
Carlos Guestrin and
Josh M. Susskind},
title = {Set Distribution Networks: a Generative Model for Sets of Images},
journal = {CoRR},
volume = {abs/2006.10705},
year = {2020},
url = {https://arxiv.org/abs/2006.10705},
eprinttype = {arXiv},
eprint = {2006.10705},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05105,
author = {Tyler B. Johnson and
Pulkit Agrawal and
Haijie Gu and
Carlos Guestrin},
title = {AdaScale {SGD:} {A} User-Friendly Algorithm for Distributed Training},
journal = {CoRR},
volume = {abs/2007.05105},
year = {2020},
url = {https://arxiv.org/abs/2007.05105},
eprinttype = {arXiv},
eprint = {2007.05105},
timestamp = {Wed, 05 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/micro/MoreauCVRYZFJCG19,
author = {Thierry Moreau and
Tianqi Chen and
Luis Vega and
Jared Roesch and
Eddie Q. Yan and
Lianmin Zheng and
Josh Fromm and
Ziheng Jiang and
Luis Ceze and
Carlos Guestrin and
Arvind Krishnamurthy},
title = {A Hardware-Software Blueprint for Flexible Deep Learning Specialization},
journal = {{IEEE} Micro},
volume = {39},
number = {5},
pages = {8--16},
year = {2019},
url = {https://doi.org/10.1109/MM.2019.2928962},
doi = {10.1109/MM.2019.2928962},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/micro/MoreauCVRYZFJCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RibeiroGS19,
author = {Marco T{\'{u}}lio Ribeiro and
Carlos Guestrin and
Sameer Singh},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Are Red Roses Red? Evaluating Consistency of Question-Answering Models},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {6174--6184},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1621},
doi = {10.18653/V1/P19-1621},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RibeiroGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/GordonGGBTP19,
author = {Mitchell L. Gordon and
Leon A. Gatys and
Carlos Guestrin and
Jeffrey P. Bigham and
Andrew Trister and
Kayur Patel},
editor = {Stephen A. Brewster and
Geraldine Fitzpatrick and
Anna L. Cox and
Vassilis Kostakos},
title = {App Usage Predicts Cognitive Ability in Older Adults},
booktitle = {Proceedings of the 2019 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
pages = {168},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3290605.3300398},
doi = {10.1145/3290605.3300398},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/GordonGGBTP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangZTMSGS19,
author = {Chen Huang and
Shuangfei Zhai and
Walter Talbott and
Miguel {\'{A}}ngel Bautista and
Shih{-}Yu Sun and
Carlos Guestrin and
Joshua M. Susskind},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2891--2900},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/huang19f.html},
timestamp = {Mon, 07 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangZTMSGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoWSNHJSNBRPL19,
author = {Shiwen Zhao and
Brandt Westing and
Shawn Scully and
Heri Nieto and
Roman Holenstein and
Minwoo Jeong and
Krishna Sridhar and
Brandon Newendorp and
Mike Bastian and
Sethu Raman and
Tim Paek and
Kevin Lynch and
Carlos Guestrin},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Raise to Speak: An Accurate, Low-power Detector for Activating Voice
Assistants on Smartwatches},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2736--2744},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330761},
doi = {10.1145/3292500.3330761},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoWSNHJSNBRPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Guestrin19,
author = {Carlos Guestrin},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {4 Perspectives in Human-Centered Machine Learning},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3162},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3340399},
doi = {10.1145/3292500.3340399},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Guestrin19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobicom/Guestrin19,
author = {Carlos Guestrin},
editor = {Stephen A. Brewster and
Geraldine Fitzpatrick and
Anna L. Cox and
Vassilis Kostakos},
title = {4 Systems Perspectives into Human-Centered Machine Learning},
booktitle = {The 25th Annual International Conference on Mobile Computing and Networking,
MobiCom 2019, Los Cabos, Mexico, October 21-25, 2019},
pages = {57:1--57:2},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3300061.3356017},
doi = {10.1145/3300061.3356017},
timestamp = {Fri, 06 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mobicom/Guestrin19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaiTGS19,
author = {Shuangfei Zhai and
Walter Talbott and
Carlos Guestrin and
Joshua M. Susskind},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Adversarial Fisher Vectors for Unsupervised Representation Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11156--11166},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/7e1cacfb27da22fb243ff2debf4443a0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhaiTGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05895,
author = {Chen Huang and
Shuangfei Zhai and
Walter Talbott and
Miguel {\'{A}}ngel Bautista and
Shih{-}Yu Sun and
Carlos Guestrin and
Joshua M. Susskind},
title = {Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment},
journal = {CoRR},
volume = {abs/1905.05895},
year = {2019},
url = {http://arxiv.org/abs/1905.05895},
eprinttype = {arXiv},
eprint = {1905.05895},
timestamp = {Mon, 07 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13101,
author = {Shuangfei Zhai and
Walter Talbott and
Carlos Guestrin and
Joshua M. Susskind},
title = {Adversarial Fisher Vectors for Unsupervised Representation Learning},
journal = {CoRR},
volume = {abs/1910.13101},
year = {2019},
url = {http://arxiv.org/abs/1910.13101},
eprinttype = {arXiv},
eprint = {1910.13101},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Ribeiro0G18,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Anchors: High-Precision Model-Agnostic Explanations},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {1527--1535},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11491},
doi = {10.1609/AAAI.V32I1.11491},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Ribeiro0G18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SinghGR18,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Semantically Equivalent Adversarial Rules for Debugging {NLP} models},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {856--865},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1079/},
doi = {10.18653/V1/P18-1079},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SinghGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenZYJMCGK18,
author = {Tianqi Chen and
Lianmin Zheng and
Eddie Q. Yan and
Ziheng Jiang and
Thierry Moreau and
Luis Ceze and
Carlos Guestrin and
Arvind Krishnamurthy},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Learning to Optimize Tensor Programs},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {3393--3404},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8b5700012be65c9da25f49408d959ca0-Abstract.html},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenZYJMCGK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JohnsonG18,
author = {Tyler B. Johnson and
Carlos Guestrin},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Training Deep Models Faster with Robust, Approximate Importance Sampling},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7276--7286},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/967990de5b3eac7b87d49a13c6834978-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JohnsonG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/ChenMJZYSCWHCGK18,
author = {Tianqi Chen and
Thierry Moreau and
Ziheng Jiang and
Lianmin Zheng and
Eddie Q. Yan and
Haichen Shen and
Meghan Cowan and
Leyuan Wang and
Yuwei Hu and
Luis Ceze and
Carlos Guestrin and
Arvind Krishnamurthy},
editor = {Andrea C. Arpaci{-}Dusseau and
Geoff Voelker},
title = {{TVM:} An Automated End-to-End Optimizing Compiler for Deep Learning},
booktitle = {13th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2018, Carlsbad, CA, USA, October 8-10, 2018},
pages = {578--594},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/osdi18/presentation/chen},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/osdi/ChenMJZYSCWHCGK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/DeshpandeGM18,
author = {Amol Deshpande and
Carlos Guestrin and
Samuel Madden},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Model-Based Querying in Sensor Networks},
booktitle = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_222},
doi = {10.1007/978-1-4614-8265-9\_222},
timestamp = {Sun, 19 Jan 2025 15:07:13 +0100},
biburl = {https://dblp.org/rec/reference/db/DeshpandeGM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04799,
author = {Tianqi Chen and
Thierry Moreau and
Ziheng Jiang and
Haichen Shen and
Eddie Q. Yan and
Leyuan Wang and
Yuwei Hu and
Luis Ceze and
Carlos Guestrin and
Arvind Krishnamurthy},
title = {{TVM:} End-to-End Optimization Stack for Deep Learning},
journal = {CoRR},
volume = {abs/1802.04799},
year = {2018},
url = {http://arxiv.org/abs/1802.04799},
eprinttype = {arXiv},
eprint = {1802.04799},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00184,
author = {Pouya Pezeshkpour and
Carlos Guestrin and
Sameer Singh},
title = {Compact Factorization of Matrices Using Generalized Round-Rank},
journal = {CoRR},
volume = {abs/1805.00184},
year = {2018},
url = {http://arxiv.org/abs/1805.00184},
eprinttype = {arXiv},
eprint = {1805.00184},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-00184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08166,
author = {Tianqi Chen and
Lianmin Zheng and
Eddie Q. Yan and
Ziheng Jiang and
Thierry Moreau and
Luis Ceze and
Carlos Guestrin and
Arvind Krishnamurthy},
title = {Learning to Optimize Tensor Programs},
journal = {CoRR},
volume = {abs/1805.08166},
year = {2018},
url = {http://arxiv.org/abs/1805.08166},
eprinttype = {arXiv},
eprint = {1805.08166},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04188,
author = {Thierry Moreau and
Tianqi Chen and
Ziheng Jiang and
Luis Ceze and
Carlos Guestrin and
Arvind Krishnamurthy},
title = {{VTA:} An Open Hardware-Software Stack for Deep Learning},
journal = {CoRR},
volume = {abs/1807.04188},
year = {2018},
url = {http://arxiv.org/abs/1807.04188},
eprinttype = {arXiv},
eprint = {1807.04188},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08046,
author = {Tyler B. Johnson and
Carlos Guestrin},
title = {A Fast, Principled Working Set Algorithm for Exploiting Piecewise
Linear Structure in Convex Problems},
journal = {CoRR},
volume = {abs/1807.08046},
year = {2018},
url = {http://arxiv.org/abs/1807.08046},
eprinttype = {arXiv},
eprint = {1807.08046},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07841,
author = {Michael Fire and
Carlos Guestrin},
title = {Over-Optimization of Academic Publishing Metrics: Observing Goodhart's
Law in Action},
journal = {CoRR},
volume = {abs/1809.07841},
year = {2018},
url = {http://arxiv.org/abs/1809.07841},
eprinttype = {arXiv},
eprint = {1809.07841},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouOBCG17,
author = {Tianyi Zhou and
Hua Ouyang and
Jeff A. Bilmes and
Yi Chang and
Carlos Guestrin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Scaling Submodular Maximization via Pruned Submodularity Graphs},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {316--324},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/zhou17a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ZhouOBCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JohnsonG17,
author = {Tyler B. Johnson and
Carlos Guestrin},
editor = {Doina Precup and
Yee Whye Teh},
title = {StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1752--1760},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/johnson17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/JohnsonG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FireG17,
author = {Michael Fire and
Carlos Guestrin},
title = {The Rise and Fall of Network Stars},
journal = {CoRR},
volume = {abs/1706.06690},
year = {2017},
url = {http://arxiv.org/abs/1706.06690},
eprinttype = {arXiv},
eprint = {1706.06690},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FireG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenG16,
author = {Tianqi Chen and
Carlos Guestrin},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {XGBoost: {A} Scalable Tree Boosting System},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {785--794},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939785},
doi = {10.1145/2939672.2939785},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChenG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Ribeiro0G16,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {"Why Should {I} Trust You?": Explaining the Predictions
of Any Classifier},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1135--1144},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939778},
doi = {10.1145/2939672.2939778},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Ribeiro0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/Ribeiro0G16,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
title = {"Why Should {I} Trust You?": Explaining the Predictions
of Any Classifier},
booktitle = {Proceedings of the Demonstrations Session, {NAACL} {HLT} 2016, The
2016 Conference of the North American Chapter of the Association for
Computational Linguistics: Human Language Technologies, San Diego
California, USA, June 12-17, 2016},
pages = {97--101},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/n16-3020},
doi = {10.18653/V1/N16-3020},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/Ribeiro0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JohnsonG16,
author = {Tyler B. Johnson and
Carlos Guestrin},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Unified Methods for Exploiting Piecewise Linear Structure in Convex
Optimization},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4754--4762},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/cb2c2041d9763d84d7d655e81178f444-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JohnsonG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RibeiroSG16,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
title = {"Why Should {I} Trust You?": Explaining the Predictions
of Any Classifier},
journal = {CoRR},
volume = {abs/1602.04938},
year = {2016},
url = {http://arxiv.org/abs/1602.04938},
eprinttype = {arXiv},
eprint = {1602.04938},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RibeiroSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenG16,
author = {Tianqi Chen and
Carlos Guestrin},
title = {XGBoost: {A} Scalable Tree Boosting System},
journal = {CoRR},
volume = {abs/1603.02754},
year = {2016},
url = {http://arxiv.org/abs/1603.02754},
eprinttype = {arXiv},
eprint = {1603.02754},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChenG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FireG16,
author = {Michael Fire and
Carlos Guestrin},
title = {Analyzing Complex Network User Arrival Patterns and Their Effect on
Network Topologies},
journal = {CoRR},
volume = {abs/1603.07445},
year = {2016},
url = {http://arxiv.org/abs/1603.07445},
eprinttype = {arXiv},
eprint = {1603.07445},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FireG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenXZG16,
author = {Tianqi Chen and
Bing Xu and
Chiyuan Zhang and
Carlos Guestrin},
title = {Training Deep Nets with Sublinear Memory Cost},
journal = {CoRR},
volume = {abs/1604.06174},
year = {2016},
url = {http://arxiv.org/abs/1604.06174},
eprinttype = {arXiv},
eprint = {1604.06174},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChenXZG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhouOCBG16,
author = {Tianyi Zhou and
Hua Ouyang and
Yi Chang and
Jeff A. Bilmes and
Carlos Guestrin},
title = {Scaling Submodular Maximization via Pruned Submodularity Graphs},
journal = {CoRR},
volume = {abs/1606.00399},
year = {2016},
url = {http://arxiv.org/abs/1606.00399},
eprinttype = {arXiv},
eprint = {1606.00399},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhouOCBG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RibeiroSG16a,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
title = {Model-Agnostic Interpretability of Machine Learning},
journal = {CoRR},
volume = {abs/1606.05386},
year = {2016},
url = {http://arxiv.org/abs/1606.05386},
eprinttype = {arXiv},
eprint = {1606.05386},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RibeiroSG16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Ribeiro0G16,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
title = {Nothing Else Matters: Model-Agnostic Explanations By Identifying Prediction
Invariance},
journal = {CoRR},
volume = {abs/1611.05817},
year = {2016},
url = {http://arxiv.org/abs/1611.05817},
eprinttype = {arXiv},
eprint = {1611.05817},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Ribeiro0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001RG16,
author = {Sameer Singh and
Marco T{\'{u}}lio Ribeiro and
Carlos Guestrin},
title = {Programs as Black-Box Explanations},
journal = {CoRR},
volume = {abs/1611.07579},
year = {2016},
url = {http://arxiv.org/abs/1611.07579},
eprinttype = {arXiv},
eprint = {1611.07579},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001RG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/ShahafGHL15,
author = {Dafna Shahaf and
Carlos Guestrin and
Eric Horvitz and
Jure Leskovec},
title = {Information cartography},
journal = {Commun. {ACM}},
volume = {58},
number = {11},
pages = {62--73},
year = {2015},
url = {https://doi.org/10.1145/2735624},
doi = {10.1145/2735624},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/ShahafGHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenSTG15,
author = {Tianqi Chen and
Sameer Singh and
Ben Taskar and
Carlos Guestrin},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Efficient Second-Order Gradient Boosting for Conditional Random Fields},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/chen15b.html},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ChenSTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JohnsonG15,
author = {Tyler B. Johnson and
Carlos Guestrin},
editor = {Francis R. Bach and
David M. Blei},
title = {Blitz: {A} Principled Meta-Algorithm for Scaling Sparse Optimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1171--1179},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/johnson15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/JohnsonG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/UganderDG15,
author = {Johan Ugander and
Ryan Drapeau and
Carlos Guestrin},
editor = {Tim Roughgarden and
Michal Feldman and
Michael Schwarz},
title = {The Wisdom of Multiple Guesses},
booktitle = {Proceedings of the Sixteenth {ACM} Conference on Economics and Computation,
{EC} '15, Portland, OR, USA, June 15-19, 2015},
pages = {643--660},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2764468.2764529},
doi = {10.1145/2764468.2764529},
timestamp = {Fri, 02 Jun 2023 16:54:30 +0200},
biburl = {https://dblp.org/rec/conf/sigecom/UganderDG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/LeeHKRWWRPSSBDFGTJJKMPMR14,
author = {Edward A. Lee and
Bj{\"{o}}rn Hartmann and
John Kubiatowicz and
Tajana Simunic Rosing and
John Wawrzynek and
David Wessel and
Jan M. Rabaey and
Kris Pister and
Alberto L. Sangiovanni{-}Vincentelli and
Sanjit A. Seshia and
David T. Blaauw and
Prabal Dutta and
Kevin Fu and
Carlos Guestrin and
Ben Taskar and
Roozbeh Jafari and
Douglas L. Jones and
Vijay Kumar and
Rahul Mangharam and
George J. Pappas and
Richard M. Murray and
Anthony Rowe},
title = {The Swarm at the Edge of the Cloud},
journal = {{IEEE} Des. Test},
volume = {31},
number = {3},
pages = {8--20},
year = {2014},
url = {https://doi.org/10.1109/MDAT.2014.2314600},
doi = {10.1109/MDAT.2014.2314600},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dt/LeeHKRWWRPSSBDFGTJJKMPMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DivvalaFG14,
author = {Santosh Kumar Divvala and
Ali Farhadi and
Carlos Guestrin},
title = {Learning Everything about Anything: Webly-Supervised Visual Concept
Learning},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {3270--3277},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.412},
doi = {10.1109/CVPR.2014.412},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DivvalaFG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/NurvitadhiWWHNH14,
author = {Eriko Nurvitadhi and
Gabriel Weisz and
Yu Wang and
Skand Hurkat and
Marie Nguyen and
James C. Hoe and
Jos{\'{e}} F. Mart{\'{\i}}nez and
Carlos Guestrin},
title = {GraphGen: An {FPGA} Framework for Vertex-Centric Graph Computation},
booktitle = {22nd {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2014, Boston, MA, USA, May 11-13, 2014},
pages = {25--28},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/FCCM.2014.15},
doi = {10.1109/FCCM.2014.15},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fccm/NurvitadhiWWHNH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenFG14,
author = {Tianqi Chen and
Emily B. Fox and
Carlos Guestrin},
title = {Stochastic Gradient Hamiltonian Monte Carlo},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1683--1691},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/cheni14.html},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenFG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TakamatsuG14,
author = {Shingo Takamatsu and
Carlos Guestrin},
editor = {Wei Fan and
Albert Bifet and
Qiang Yang and
Philip S. Yu},
title = {Reducing Data Loading Bottleneck with Coarse Feature Vectors for Large
Scale Learning},
booktitle = {Proceedings of the 3rd International Workshop on Big Data, Streams
and Heterogeneous Source Mining: Algorithms, Systems, Programming
Models and Applications, BigMine 2014, New York City, USA, August
24, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {36},
pages = {46--60},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v36/takamatsu14.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TakamatsuG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouBG14,
author = {Tianyi Zhou and
Jeff A. Bilmes and
Carlos Guestrin},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Divide-and-Conquer Learning by Anchoring a Conical Hull},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1242--1250},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/b1eec33c726a60554bc78518d5f9b32c-Abstract.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/CanoSG14,
author = {Ignacio Cano and
Sameer Singh and
Carlos Guestrin},
editor = {Ellen M. Voorhees and
Angela Ellis},
title = {Distributed Non-Parametric Representations for Vital Filtering: {UW}
at {TREC} {KBA} 2014},
booktitle = {Proceedings of The Twenty-Third Text REtrieval Conference, {TREC}
2014, Gaithersburg, Maryland, USA, November 19-21, 2014},
series = {{NIST} Special Publication},
volume = {500-308},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2014},
url = {http://trec.nist.gov/pubs/trec23/papers/pro-UW\_kba.pdf},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/trec/CanoSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YueWEG14,
author = {Yisong Yue and
Chong Wang and
Khalid El{-}Arini and
Carlos Guestrin},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Personalized collaborative clustering},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {75--84},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2567991},
doi = {10.1145/2566486.2567991},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/YueWEG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0003KGK14,
author = {Amarjeet Singh and
Andreas Krause and
Carlos Guestrin and
William J. Kaiser},
title = {Efficient Informative Sensing using Multiple Robots},
journal = {CoRR},
volume = {abs/1401.3462},
year = {2014},
url = {http://arxiv.org/abs/1401.3462},
eprinttype = {arXiv},
eprint = {1401.3462},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0003KGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrauseG14,
author = {Andreas Krause and
Carlos Guestrin},
title = {Optimal Value of Information in Graphical Models},
journal = {CoRR},
volume = {abs/1401.3474},
year = {2014},
url = {http://arxiv.org/abs/1401.3474},
eprinttype = {arXiv},
eprint = {1401.3474},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrauseG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangKG14,
author = {Jonathan Huang and
Ashish Kapoor and
Carlos Guestrin},
title = {Riffled Independence for Efficient Inference with Partial Rankings},
journal = {CoRR},
volume = {abs/1401.6421},
year = {2014},
url = {http://arxiv.org/abs/1401.6421},
eprinttype = {arXiv},
eprint = {1401.6421},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangKG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenFG14,
author = {Tianqi Chen and
Emily B. Fox and
Carlos Guestrin},
title = {Stochastic Gradient Hamiltonian Monte Carlo},
journal = {CoRR},
volume = {abs/1402.4102},
year = {2014},
url = {http://arxiv.org/abs/1402.4102},
eprinttype = {arXiv},
eprint = {1402.4102},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChenFG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KyrolaG14,
author = {Aapo Kyrola and
Carlos Guestrin},
title = {GraphChi-DB: Simple Design for a Scalable Graph Database System -
on Just a {PC}},
journal = {CoRR},
volume = {abs/1403.0701},
year = {2014},
url = {http://arxiv.org/abs/1403.0701},
eprinttype = {arXiv},
eprint = {1403.0701},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KyrolaG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhouBG14,
author = {Tianyi Zhou and
Jeff A. Bilmes and
Carlos Guestrin},
title = {Divide-and-Conquer Learning by Anchoring a Conical Hull},
journal = {CoRR},
volume = {abs/1406.5752},
year = {2014},
url = {http://arxiv.org/abs/1406.5752},
eprinttype = {arXiv},
eprint = {1406.5752},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhouBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LowGKBGH14,
author = {Yucheng Low and
Joseph E. Gonzalez and
Aapo Kyrola and
Danny Bickson and
Carlos Guestrin and
Joseph M. Hellerstein},
title = {GraphLab: {A} New Framework For Parallel Machine Learning},
journal = {CoRR},
volume = {abs/1408.2041},
year = {2014},
url = {http://arxiv.org/abs/1408.2041},
eprinttype = {arXiv},
eprint = {1408.2041},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LowGKBGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigweb/ShahafGH13,
author = {Dafna Shahaf and
Carlos Guestrin and
Eric Horvitz},
title = {"Metro maps of information" by Dafna Shahaf, Carlos Guestrin
and Eric Horvitz, with Ching-man Au Yeung as coordinator},
journal = {{SIGWEB} Newsl.},
volume = {2013},
number = {Spring},
pages = {4:1--4:9},
year = {2013},
url = {https://doi.org/10.1145/2451836.2451840},
doi = {10.1145/2451836.2451840},
timestamp = {Thu, 16 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigweb/ShahafGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Guestrin13,
author = {Carlos Guestrin},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Usability in machine learning at scale with graphlab},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {5--6},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2527108},
doi = {10.1145/2505515.2527108},
timestamp = {Sat, 01 Mar 2025 10:58:19 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Guestrin13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/El-AriniXFG13,
author = {Khalid El{-}Arini and
Min Xu and
Emily B. Fox and
Carlos Guestrin},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Representing documents through their readers},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {14--22},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487596},
doi = {10.1145/2487575.2487596},
timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/El-AriniXFG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0571,
author = {Carlos Guestrin and
Geoffrey J. Gordon},
title = {Distributed Planning in Hierarchical Factored MDPs},
journal = {CoRR},
volume = {abs/1301.0571},
year = {2013},
url = {http://arxiv.org/abs/1301.0571},
eprinttype = {arXiv},
eprint = {1301.0571},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2273,
author = {Carlos Guestrin and
Dirk Ormoneit},
title = {Robust Combination of Local Controllers},
journal = {CoRR},
volume = {abs/1301.2273},
year = {2013},
url = {http://arxiv.org/abs/1301.2273},
eprinttype = {arXiv},
eprint = {1301.2273},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/HuangKG12,
author = {Jonathan Huang and
Ashish Kapoor and
Carlos Guestrin},
title = {Riffled Independence for Efficient Inference with Partial Rankings},
journal = {J. Artif. Intell. Res.},
volume = {44},
pages = {491--532},
year = {2012},
url = {https://doi.org/10.1613/jair.3543},
doi = {10.1613/JAIR.3543},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/HuangKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LowGKBGH12,
author = {Yucheng Low and
Joseph Gonzalez and
Aapo Kyrola and
Danny Bickson and
Carlos Guestrin and
Joseph M. Hellerstein},
title = {Distributed GraphLab: {A} Framework for Machine Learning in the Cloud},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {8},
pages = {716--727},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p716\_yuchenglow\_vldb2012.pdf},
doi = {10.14778/2212351.2212354},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/LowGKBGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShahafG12,
author = {Dafna Shahaf and
Carlos Guestrin},
title = {Connecting Two (or Less) Dots: Discovering Structure in News Articles},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {4},
pages = {24:1--24:31},
year = {2012},
url = {https://doi.org/10.1145/2086737.2086744},
doi = {10.1145/2086737.2086744},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ShahafG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YueHG12,
author = {Yisong Yue and
Sue Ann Hong and
Carlos Guestrin},
title = {Hierarchical Exploration for Accelerating Contextual Bandits},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/933.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YueHG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShahafGH12,
author = {Dafna Shahaf and
Carlos Guestrin and
Eric Horvitz},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Metro maps of science},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1122--1130},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339706},
doi = {10.1145/2339530.2339706},
timestamp = {Sat, 01 Mar 2025 10:58:19 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ShahafGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/GonzalezLGBG12,
author = {Joseph E. Gonzalez and
Yucheng Low and
Haijie Gu and
Danny Bickson and
Carlos Guestrin},
editor = {Chandu Thekkath and
Amin Vahdat},
title = {PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs},
booktitle = {10th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2012, Hollywood, CA, USA, October 8-10, 2012},
pages = {17--30},
publisher = {{USENIX} Association},
year = {2012},
url = {https://www.usenix.org/conference/osdi12/technical-sessions/presentation/gonzalez},
timestamp = {Tue, 02 Feb 2021 08:05:55 +0100},
biburl = {https://dblp.org/rec/conf/osdi/GonzalezLGBG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/KyrolaBG12,
author = {Aapo Kyrola and
Guy E. Blelloch and
Carlos Guestrin},
editor = {Chandu Thekkath and
Amin Vahdat},
title = {GraphChi: Large-Scale Graph Computation on Just a {PC}},
booktitle = {10th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2012, Hollywood, CA, USA, October 8-10, 2012},
pages = {31--46},
publisher = {{USENIX} Association},
year = {2012},
url = {https://www.usenix.org/conference/osdi12/technical-sessions/presentation/kyrola},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/osdi/KyrolaBG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShahafGH12,
author = {Dafna Shahaf and
Carlos Guestrin and
Eric Horvitz},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Trains of thought: generating information maps},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {899--908},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187957},
doi = {10.1145/2187836.2187957},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/ShahafGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BradleyG12,
author = {Joseph K. Bradley and
Carlos Guestrin},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Sample Complexity of Composite Likelihood},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {136--160},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/bradley12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BradleyG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3734,
author = {Jonathan Huang and
Ashish Kapoor and
Carlos Guestrin},
title = {Efficient Probabilistic Inference with Partial Ranking Queries},
journal = {CoRR},
volume = {abs/1202.3734},
year = {2012},
url = {http://arxiv.org/abs/1202.3734},
eprinttype = {arXiv},
eprint = {1202.3734},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-2523,
author = {Khalid El{-}Arini and
Emily B. Fox and
Carlos Guestrin},
title = {Concept Modeling with Superwords},
journal = {CoRR},
volume = {abs/1204.2523},
year = {2012},
url = {http://arxiv.org/abs/1204.2523},
eprinttype = {arXiv},
eprint = {1204.2523},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-2523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-6078,
author = {Yucheng Low and
Joseph Gonzalez and
Aapo Kyrola and
Danny Bickson and
Carlos Guestrin and
Joseph M. Hellerstein},
title = {Distributed GraphLab: {A} Framework for Machine Learning in the Cloud},
journal = {CoRR},
volume = {abs/1204.6078},
year = {2012},
url = {http://arxiv.org/abs/1204.6078},
eprinttype = {arXiv},
eprint = {1204.6078},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-6078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2645,
author = {Joseph Gonzalez and
Yucheng Low and
Carlos Guestrin and
David R. O'Hallaron},
title = {Distributed Parallel Inference on Large Factor Graphs},
journal = {CoRR},
volume = {abs/1205.2645},
year = {2012},
url = {http://arxiv.org/abs/1205.2645},
eprinttype = {arXiv},
eprint = {1205.2645},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1394,
author = {Andreas Krause and
Carlos Guestrin},
title = {Near-optimal Nonmyopic Value of Information in Graphical Models},
journal = {CoRR},
volume = {abs/1207.1394},
year = {2012},
url = {http://arxiv.org/abs/1207.1394},
eprinttype = {arXiv},
eprint = {1207.1394},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-1394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4150,
author = {Carlos Guestrin and
Milos Hauskrecht and
Branislav Kveton},
title = {Solving Factored MDPs with Continuous and Discrete Variables},
journal = {CoRR},
volume = {abs/1207.4150},
year = {2012},
url = {http://arxiv.org/abs/1207.4150},
eprinttype = {arXiv},
eprint = {1207.4150},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4174,
author = {Mark A. Paskin and
Carlos Guestrin},
title = {Robust Probabilistic Inference in Distributed Systems},
journal = {CoRR},
volume = {abs/1207.4174},
year = {2012},
url = {http://arxiv.org/abs/1207.4174},
eprinttype = {arXiv},
eprint = {1207.4174},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/KrauseRGG11,
author = {Andreas Krause and
Ram Rajagopal and
Anupam Gupta and
Carlos Guestrin},
title = {Simultaneous Optimization of Sensor Placements and Balanced Schedules},
journal = {{IEEE} Trans. Autom. Control.},
volume = {56},
number = {10},
pages = {2390--2405},
year = {2011},
url = {https://doi.org/10.1109/TAC.2011.2164010},
doi = {10.1109/TAC.2011.2164010},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/KrauseRGG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/KrauseG11,
author = {Andreas Krause and
Carlos Guestrin},
title = {Submodularity and its applications in optimized information gathering},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {2},
number = {4},
pages = {32:1--32:20},
year = {2011},
url = {https://doi.org/10.1145/1989734.1989736},
doi = {10.1145/1989734.1989736},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/KrauseG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosn/KrauseGGK11,
author = {Andreas Krause and
Carlos Guestrin and
Anupam Gupta and
Jon M. Kleinberg},
title = {Robust sensor placements at informative and communication-efficient
locations},
journal = {{ACM} Trans. Sens. Networks},
volume = {7},
number = {4},
pages = {31:1--31:33},
year = {2011},
url = {https://doi.org/10.1145/1921621.1921625},
doi = {10.1145/1921621.1921625},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosn/KrauseGGK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BradleyKBG11,
author = {Joseph K. Bradley and
Aapo Kyrola and
Danny Bickson and
Carlos Guestrin},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Parallel Coordinate Descent for L1-Regularized Loss Minimization},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {321--328},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/231\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BradleyKBG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShahafG11,
author = {Dafna Shahaf and
Carlos Guestrin},
editor = {Toby Walsh},
title = {Connecting the Dots between News Articles},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2734--2739},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-455},
doi = {10.5591/978-1-57735-516-8/IJCAI11-455},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ShahafG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/El-AriniG11,
author = {Khalid El{-}Arini and
Carlos Guestrin},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Beyond keyword search: discovering relevant scientific literature},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {439--447},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020479},
doi = {10.1145/2020408.2020479},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/El-AriniG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YueG11,
author = {Yisong Yue and
Carlos Guestrin},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Linear Submodular Bandits and their Application to Diversified Retrieval},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2483--2491},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/33ebd5b07dc7e407752fe773eed20635-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YueG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuangKG11,
author = {Jonathan Huang and
Ashish Kapoor and
Carlos Guestrin},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Efficient Probabilistic Inference with Partial Ranking Queries},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {355--362},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2241\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/HuangKG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GonzalezLGG11,
author = {Joseph Gonzalez and
Yucheng Low and
Arthur Gretton and
Carlos Guestrin},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {324--332},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/gonzalez11a/gonzalez11a.pdf},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GonzalezLGG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SongGBLG11,
author = {Le Song and
Arthur Gretton and
Danny Bickson and
Yucheng Low and
Carlos Guestrin},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Kernel Belief Propagation},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {707--715},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/song11a/song11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SongGBLG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-5379,
author = {Joseph K. Bradley and
Aapo Kyrola and
Danny Bickson and
Carlos Guestrin},
title = {Parallel Coordinate Descent for L1-Regularized Loss Minimization},
journal = {CoRR},
volume = {abs/1105.5379},
year = {2011},
url = {http://arxiv.org/abs/1105.5379},
eprinttype = {arXiv},
eprint = {1105.5379},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-5379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-5592,
author = {Le Song and
Arthur Gretton and
Danny Bickson and
Yucheng Low and
Carlos Guestrin},
title = {Kernel Belief Propagation},
journal = {CoRR},
volume = {abs/1105.5592},
year = {2011},
url = {http://arxiv.org/abs/1105.5592},
eprinttype = {arXiv},
eprint = {1105.5592},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-5592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-1822,
author = {Carlos Guestrin and
Daphne Koller and
Ronald Parr and
Shobha Venkataraman},
title = {Efficient Solution Algorithms for Factored MDPs},
journal = {CoRR},
volume = {abs/1106.1822},
year = {2011},
url = {http://arxiv.org/abs/1106.1822},
eprinttype = {arXiv},
eprint = {1106.1822},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-1822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-0922,
author = {Yucheng Low and
Joseph Gonzalez and
Aapo Kyrola and
Danny Bickson and
Carlos Guestrin},
title = {GraphLab: {A} Distributed Framework for Machine Learning in the Cloud},
journal = {CoRR},
volume = {abs/1107.0922},
year = {2011},
url = {http://arxiv.org/abs/1107.0922},
eprinttype = {arXiv},
eprint = {1107.0922},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-0922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-0028,
author = {Carlos Guestrin and
Milos Hauskrecht and
Branislav Kveton},
title = {Solving Factored MDPs with Hybrid State and Action Variables},
journal = {CoRR},
volume = {abs/1110.0028},
year = {2011},
url = {http://arxiv.org/abs/1110.0028},
eprinttype = {arXiv},
eprint = {1110.0028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-0028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/HorvitzGGHKSWK10,
author = {Eric Horvitz and
Lise Getoor and
Carlos Guestrin and
James A. Hendler and
Joseph A. Konstan and
Devika Subramanian and
Michael P. Wellman and
Henry A. Kautz},
title = {{AI} Theory and Practice: {A} Discussion on Hard Challenges and Opportunities
Ahead},
journal = {{AI} Mag.},
volume = {31},
number = {3},
pages = {103--114},
year = {2010},
url = {https://doi.org/10.1609/aimag.v31i3.2293},
doi = {10.1609/AIMAG.V31I3.2293},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/HorvitzGGHKSWK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amw/MeliouGH10,
author = {Alexandra Meliou and
Carlos Guestrin and
Joseph M. Hellerstein},
editor = {Alberto H. F. Laender and
Laks V. S. Lakshmanan},
title = {Multiresolution Cube Estimators for Sensor Network Aggregate Queries},
booktitle = {Proceedings of the 4th Alberto Mendelzon International Workshop on
Foundations of Data Management, Buenos Aires, Argentina, May 17-20,
2010},
series = {{CEUR} Workshop Proceedings},
volume = {619},
publisher = {CEUR-WS.org},
year = {2010},
url = {https://ceur-ws.org/Vol-619/paper17.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:19 +0100},
biburl = {https://dblp.org/rec/conf/amw/MeliouGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BradleyG10,
author = {Joseph K. Bradley and
Carlos Guestrin},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Learning Tree Conditional Random Fields},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {127--134},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/586.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BradleyG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangG10,
author = {Jonathan Huang and
Carlos Guestrin},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Learning Hierarchical Riffle Independent Groupings from Rankings},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {455--462},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/605.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShahafG10,
author = {Dafna Shahaf and
Carlos Guestrin},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Connecting the dots between news articles},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {623--632},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835884},
doi = {10.1145/1835804.1835884},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ShahafG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BicksonG10,
author = {Danny Bickson and
Carlos Guestrin},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Inference with Multivariate Heavy-Tails in Linear Models},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {208--216},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/e995f98d56967d946471af29d7bf99f1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BicksonG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChechetkaG10,
author = {Anton Chechetka and
Carlos Guestrin},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Evidence-Specific Structures for Rich Tractable CRFs},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {352--360},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/2ac2406e835bd49c70469acae337d292-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChechetkaG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LowGKBGH10,
author = {Yucheng Low and
Joseph Gonzalez and
Aapo Kyrola and
Danny Bickson and
Carlos Guestrin and
Joseph M. Hellerstein},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {GraphLab: {A} New Framework For Parallel Machine Learning},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {340--349},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2126\&\#38;proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/LowGKBGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChechetkaG10,
author = {Anton Chechetka and
Carlos Guestrin},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Focused Belief Propagation for Query-Specific Inference},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {89--96},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/chechetka10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChechetkaG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SongGG10,
author = {Le Song and
Arthur Gretton and
Carlos Guestrin},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Nonparametric Tree Graphical Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {765--772},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/song10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SongGG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-1328,
author = {Jonathan Huang and
Carlos Guestrin},
title = {Uncovering the Riffled Independence Structure of Rankings},
journal = {CoRR},
volume = {abs/1006.1328},
year = {2010},
url = {http://arxiv.org/abs/1006.1328},
eprinttype = {arXiv},
eprint = {1006.1328},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-1328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-4990,
author = {Yucheng Low and
Joseph Gonzalez and
Aapo Kyrola and
Danny Bickson and
Carlos Guestrin and
Joseph M. Hellerstein},
title = {GraphLab: {A} New Framework for Parallel Machine Learning},
journal = {CoRR},
volume = {abs/1006.4990},
year = {2010},
url = {http://arxiv.org/abs/1006.4990},
eprinttype = {arXiv},
eprint = {1006.4990},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-4990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1007-3781,
author = {Alexandra Meliou and
Carlos Guestrin and
Joseph M. Hellerstein},
title = {Multiresolution Cube Estimators for Sensor Network Aggregate Queries},
journal = {CoRR},
volume = {abs/1007.3781},
year = {2010},
url = {http://arxiv.org/abs/1007.3781},
eprinttype = {arXiv},
eprint = {1007.3781},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1007-3781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-5325,
author = {Danny Bickson and
Carlos Guestrin},
title = {Linear Characteristic Graphical Models: Representation, Inference
and Applications},
journal = {CoRR},
volume = {abs/1008.5325},
year = {2010},
url = {http://arxiv.org/abs/1008.5325},
eprinttype = {arXiv},
eprint = {1008.5325},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-5325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/KrauseG09,
author = {Andreas Krause and
Carlos Guestrin},
title = {Optimizing Sensing: From Water to the Web},
journal = {Computer},
volume = {42},
number = {8},
pages = {38--45},
year = {2009},
url = {https://doi.org/10.1109/MC.2009.265},
doi = {10.1109/MC.2009.265},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/KrauseG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/SinghKGK09,
author = {Amarjeet Singh and
Andreas Krause and
Carlos Guestrin and
William J. Kaiser},
title = {Efficient Informative Sensing using Multiple Robots},
journal = {J. Artif. Intell. Res.},
volume = {34},
pages = {707--755},
year = {2009},
url = {https://doi.org/10.1613/jair.2674},
doi = {10.1613/JAIR.2674},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/SinghKGK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/KrauseG09,
author = {Andreas Krause and
Carlos Guestrin},
title = {Optimal Value of Information in Graphical Models},
journal = {J. Artif. Intell. Res.},
volume = {35},
pages = {557--591},
year = {2009},
url = {https://doi.org/10.1613/jair.2737},
doi = {10.1613/JAIR.2737},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/KrauseG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangGG09,
author = {Jonathan Huang and
Carlos Guestrin and
Leonidas J. Guibas},
title = {Fourier Theoretic Probabilistic Inference over Permutations},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {997--1070},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577106},
doi = {10.5555/1577069.1577106},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangGG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/KrauseRGG09,
author = {Andreas Krause and
Ram Rajagopal and
Anupam Gupta and
Carlos Guestrin},
title = {Simultaneous placement and scheduling of sensors},
booktitle = {Proceedings of the 8th International Conference on Information Processing
in Sensor Networks, {IPSN} 2009, April 13-16, 2009, San Francisco,
California, {USA}},
pages = {181--192},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://ieeexplore.ieee.org/document/5211932/},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/KrauseRGG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/MeliouGH09,
author = {Alexandra Meliou and
Carlos Guestrin and
Joseph M. Hellerstein},
title = {Approximating sensor network queries using in-network summaries},
booktitle = {Proceedings of the 8th International Conference on Information Processing
in Sensor Networks, {IPSN} 2009, April 13-16, 2009, San Francisco,
California, {USA}},
pages = {229--240},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://ieeexplore.ieee.org/document/5211928/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/MeliouGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Guestrin09,
author = {Carlos Guestrin},
editor = {Olufemi A. Omitaomu and
Auroop R. Ganguly and
Jo{\~{a}}o Gama and
Ranga Raju Vatsavai and
Nitesh V. Chawla and
Mohamed Medhat Gaber},
title = {How optimized environmental sensing helps address information overload
on the web},
booktitle = {Proceedings of the Third International Workshop on Knowledge Discovery
from Sensor Data, Paris, France, June 28, 2009},
pages = {11},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1601966.1601970},
doi = {10.1145/1601966.1601970},
timestamp = {Mon, 30 Nov 2020 08:47:23 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Guestrin09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/El-AriniVSG09,
author = {Khalid El{-}Arini and
Gaurav Veda and
Dafna Shahaf and
Carlos Guestrin},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Turning down the noise in the blogosphere},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {289--298},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557056},
doi = {10.1145/1557019.1557056},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/El-AriniVSG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangG09,
author = {Jonathan Huang and
Carlos Guestrin},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Riffled Independence for Ranked Data},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {799--807},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/6cfe0e6127fa25df2a0ef2ae1067d915-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GonzalezLGO09,
author = {Joseph Gonzalez and
Yucheng Low and
Carlos Guestrin and
David R. O'Hallaron},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Distributed Parallel Inference on Large Factor Graphs},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {203--212},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0224\_7a53503d8346a60380bc523205d8b983.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/GonzalezLGO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ShahafG09,
author = {Dafna Shahaf and
Carlos Guestrin},
editor = {David A. Van Dyk and
Max Welling},
title = {Learning Thin Junction Trees via Graph Cuts},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {113--120},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/dafna09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShahafG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GonzalezLG09,
author = {Joseph Gonzalez and
Yucheng Low and
Carlos Guestrin},
editor = {David A. Van Dyk and
Max Welling},
title = {Residual Splash for Optimally Parallelizing Belief Propagation},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {177--184},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/gonzalez09a.html},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GonzalezLG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HuangGJG09,
author = {Jonathan Huang and
Carlos Guestrin and
Xiaoye Jiang and
Leonidas J. Guibas},
editor = {David A. Van Dyk and
Max Welling},
title = {Exploiting Probabilistic Independence for Permutations},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {248--255},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/huang09b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangGJG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/DeshpandeGM09,
author = {Amol Deshpande and
Carlos Guestrin and
Samuel Madden},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Model-based Querying in Sensor Networks},
booktitle = {Encyclopedia of Database Systems},
pages = {1764--1768},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-39940-9\_222},
doi = {10.1007/978-0-387-39940-9\_222},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/db/DeshpandeGM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KrauseSG08,
author = {Andreas Krause and
Ajit Paul Singh and
Carlos Guestrin},
title = {Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient
Algorithms and Empirical Studies},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {235--284},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390689},
doi = {10.5555/1390681.1390689},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KrauseSG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MeliouKGH07,
author = {Alexandra Meliou and
Andreas Krause and
Carlos Guestrin and
Joseph M. Hellerstein},
title = {Nonmyopic Informative Path Planning in Spatio-Temporal Models},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {602--607},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-095.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MeliouKGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KrauseG07,
author = {Andreas Krause and
Carlos Guestrin},
title = {Near-optimal Observation Selection using Submodular Functions},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1650--1654},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-265.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KrauseG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrauseG07,
author = {Andreas Krause and
Carlos Guestrin},
editor = {Zoubin Ghahramani},
title = {Nonmyopic active learning of Gaussian processes: an exploration-exploitation
approach},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {449--456},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273553},
doi = {10.1145/1273496.1273553},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KrauseG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SinghKGKB07,
author = {Amarjeet Singh and
Andreas Krause and
Carlos Guestrin and
William J. Kaiser and
Maxim A. Batalin},
editor = {Manuela M. Veloso},
title = {Efficient Planning of Informative Paths for Multiple Robots},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2204--2211},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/355.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SinghKGKB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ChakrabartiLFMGF07,
author = {Deepayan Chakrabarti and
Jure Leskovec and
Christos Faloutsos and
Samuel Madden and
Carlos Guestrin and
Michalis Faloutsos},
title = {Information Survival Threshold in Sensor and {P2P} Networks},
booktitle = {{INFOCOM} 2007. 26th {IEEE} International Conference on Computer Communications,
Joint Conference of the {IEEE} Computer and Communications Societies,
6-12 May 2007, Anchorage, Alaska, {USA}},
pages = {1316--1324},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/INFCOM.2007.156},
doi = {10.1109/INFCOM.2007.156},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/ChakrabartiLFMGF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecKGFVG07,
author = {Jure Leskovec and
Andreas Krause and
Carlos Guestrin and
Christos Faloutsos and
Jeanne M. VanBriesen and
Natalie S. Glance},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Cost-effective outbreak detection in networks},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {420--429},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281239},
doi = {10.1145/1281192.1281239},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecKGFVG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChechetkaG07,
author = {Anton Chechetka and
Carlos Guestrin},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Efficient Principled Learning of Thin Junction Trees},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {273--280},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/0768281a05da9f27df178b5c39a51263-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChechetkaG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangGG07,
author = {Jonathan Huang and
Carlos Guestrin and
Leonidas J. Guibas},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Efficient Inference for Distributions on Permutations},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {697--704},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/d9896106ca98d3d05b8cbdf4fd8b13a1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangGG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrauseMGG07,
author = {Andreas Krause and
H. Brendan McMahan and
Carlos Guestrin and
Anupam Gupta},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Selecting Observations against Adversarial Objectives},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {777--784},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/eae27d77ca20db309e056e3d2dcd7d69-Abstract.html},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KrauseMGG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/MutluKFGH07,
author = {Bilge Mutlu and
Andreas Krause and
Jodi Forlizzi and
Carlos Guestrin and
Jessica K. Hodgins},
editor = {Chia Shen and
Robert J. K. Jacob and
Ravin Balakrishnan},
title = {Robust, low-cost, non-intrusive sensing and recognition of seated
postures},
booktitle = {Proceedings of the 20th Annual {ACM} Symposium on User Interface Software
and Technology, Newport, Rhode Island, USA, October 7-10, 2007},
pages = {149--158},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1294211.1294237},
doi = {10.1145/1294211.1294237},
timestamp = {Tue, 06 Nov 2018 16:58:06 +0100},
biburl = {https://dblp.org/rec/conf/uist/MutluKFGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/KvetonHG06,
author = {Branislav Kveton and
Milos Hauskrecht and
Carlos Guestrin},
title = {Solving Factored MDPs with Hybrid State and Action Variables},
journal = {J. Artif. Intell. Res.},
volume = {27},
pages = {153--201},
year = {2006},
url = {https://doi.org/10.1613/jair.2085},
doi = {10.1613/JAIR.2085},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/KvetonHG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrauseLG06,
author = {Andreas Krause and
Jure Leskovec and
Carlos Guestrin},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Data association for topic intensity tracking},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {497--504},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143907},
doi = {10.1145/1143844.1143907},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/KrauseLG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/KrauseGGK06,
author = {Andreas Krause and
Carlos Guestrin and
Anupam Gupta and
Jon M. Kleinberg},
editor = {John A. Stankovic and
Phillip B. Gibbons and
Stephen B. Wicker and
Joseph A. Paradiso},
title = {Near-optimal sensor placements: maximizing information while minimizing
communication cost},
booktitle = {Proceedings of the Fifth International Conference on Information Processing
in Sensor Networks, {IPSN} 2006, Nashville, Tennessee, USA, April
19-21, 2006},
pages = {2--10},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1127777.1127782},
doi = {10.1145/1127777.1127782},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/KrauseGGK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/FuniakGPS06,
author = {Stanislav Funiak and
Carlos Guestrin and
Mark A. Paskin and
Rahul Sukthankar},
editor = {John A. Stankovic and
Phillip B. Gibbons and
Stephen B. Wicker and
Joseph A. Paradiso},
title = {Distributed localization of networked cameras},
booktitle = {Proceedings of the Fifth International Conference on Information Processing
in Sensor Networks, {IPSN} 2006, Nashville, Tennessee, USA, April
19-21, 2006},
pages = {34--42},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1127777.1127786},
doi = {10.1145/1127777.1127786},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipsn/FuniakGPS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/MeliouCHGH06,
author = {Alexandra Meliou and
David Chu and
Joseph M. Hellerstein and
Carlos Guestrin and
Wei Hong},
editor = {John A. Stankovic and
Phillip B. Gibbons and
Stephen B. Wicker and
Joseph A. Paradiso},
title = {Data gathering tours in sensor networks},
booktitle = {Proceedings of the Fifth International Conference on Information Processing
in Sensor Networks, {IPSN} 2006, Nashville, Tennessee, USA, April
19-21, 2006},
pages = {43--50},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1127777.1127788},
doi = {10.1145/1127777.1127788},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipsn/MeliouCHGH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FuniakGPS06,
author = {Stanislav Funiak and
Carlos Guestrin and
Mark A. Paskin and
Rahul Sukthankar},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Distributed Inference in Dynamical Systems},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {433--440},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/f40438b554cc0e3d96ee6064c5798f55-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FuniakGPS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/DeshpandeGM05,
author = {Amol Deshpande and
Carlos Guestrin and
Samuel Madden},
title = {Resource-Aware Wireless Sensor-Actuator Networks},
journal = {{IEEE} Data Eng. Bull.},
volume = {28},
number = {1},
pages = {40--47},
year = {2005},
url = {http://sites.computer.org/debull/A05mar/deshpande.ps},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/DeshpandeGM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/LeskovecSG05,
author = {Jure Leskovec and
Purnamrita Sarkar and
Carlos Guestrin},
title = {Modeling Link Qualities in a Sensor Network},
journal = {Informatica (Slovenia)},
volume = {29},
number = {4},
pages = {445--452},
year = {2005},
url = {http://www.informatica.si/index.php/informatica/article/view/60},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/LeskovecSG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/DeshpandeGMHH05,
author = {Amol Deshpande and
Carlos Guestrin and
Samuel Madden and
Joseph M. Hellerstein and
Wei Hong},
title = {Model-based approximate querying in sensor networks},
journal = {{VLDB} J.},
volume = {14},
number = {4},
pages = {417--443},
year = {2005},
url = {https://doi.org/10.1007/s00778-005-0159-3},
doi = {10.1007/S00778-005-0159-3},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/DeshpandeGMHH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/DeshpandeGM05,
author = {Amol Deshpande and
Carlos Guestrin and
Samuel Madden},
title = {Using Probabilistic Models for Data Management in Acquisitional Environments},
booktitle = {Second Biennial Conference on Innovative Data Systems Research, {CIDR}
2005, Asilomar, CA, USA, January 4-7, 2005, Online Proceedings},
pages = {317--328},
publisher = {www.cidrdb.org},
year = {2005},
url = {http://cidrdb.org/cidr2005/papers/P26.pdf},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/DeshpandeGM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/DesphandeGMH05,
author = {Amol Deshpande and
Carlos Guestrin and
Wei Hong and
Samuel Madden},
editor = {Karl Aberer and
Michael J. Franklin and
Shojiro Nishio},
title = {Exploiting Correlated Attributes in Acquisitional Query Processing},
booktitle = {Proceedings of the 21st International Conference on Data Engineering,
{ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
pages = {143--154},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDE.2005.63},
doi = {10.1109/ICDE.2005.63},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/DesphandeGMH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuestrinKS05,
author = {Carlos Guestrin and
Andreas Krause and
Ajit Paul Singh},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Near-optimal sensor placements in Gaussian processes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {265--272},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102385},
doi = {10.1145/1102351.1102385},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuestrinKS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaskarCKG05,
author = {Benjamin Taskar and
Vassil Chatalbashev and
Daphne Koller and
Carlos Guestrin},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning structured prediction models: a large margin approach},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {896--903},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102464},
doi = {10.1145/1102351.1102464},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TaskarCKG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MarthiRLG05,
author = {Bhaskara Marthi and
Stuart Russell and
David Latham and
Carlos Guestrin},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Concurrent Hierarchical Reinforcement Learning},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {779--785},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1552.pdf},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MarthiRLG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KrauseG05,
author = {Andreas Krause and
Carlos Guestrin},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Optimal Nonmyopic Value of Information in Graphical Models - Efficient
Algorithms and Theoretical Limits},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1339--1345},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1154.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KrauseG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/PaskinGM05,
author = {Mark A. Paskin and
Carlos Guestrin and
Jim McFadden},
title = {A robust architecture for distributed inference in sensor networks},
booktitle = {Proceedings of the Fourth International Symposium on Information Processing
in Sensor Networks, {IPSN} 2005, April 25-27, 2005, UCLA, Los Angeles,
California, {USA}},
pages = {55--62},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/IPSN.2005.1440895},
doi = {10.1109/IPSN.2005.1440895},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/PaskinGM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/SinghviKGGM05,
author = {Vipul Singhvi and
Andreas Krause and
Carlos Guestrin and
James H. Garrett Jr. and
H. Scott Matthews},
editor = {Jason Redi and
Hari Balakrishnan and
Feng Zhao},
title = {Intelligent light control using sensor networks},
booktitle = {Proceedings of the 3rd International Conference on Embedded Networked
Sensor Systems, SenSys 2005, San Diego, California, USA, November
2-4, 2005},
pages = {218--229},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1098918.1098942},
doi = {10.1145/1098918.1098942},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sensys/SinghviKGGM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/AksakBCDFGGGGHHKKLMPRRSSY05,
author = {Burak Aksak and
Preethi Srinivas Bhat and
Jason Campbell and
Michael DeRosa and
Stanislav Funiak and
Phillip B. Gibbons and
Seth Copen Goldstein and
Carlos Guestrin and
Ashish Gupta and
Casey Helfrich and
James F. Hoburg and
Brian T. Kirby and
James Kuffner and
Peter Lee and
Todd C. Mowry and
Padmanabhan Pillai and
Ram Ravichandran and
Benjamin D. Rister and
Srinivasan Seshan and
Metin Sitti and
Haifeng Yu},
editor = {Jason Redi and
Hari Balakrishnan and
Feng Zhao},
title = {Claytronics: highly scalable communications, sensing, and actuation
networks},
booktitle = {Proceedings of the 3rd International Conference on Embedded Networked
Sensor Systems, SenSys 2005, San Diego, California, USA, November
2-4, 2005},
pages = {299},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1098918.1098964},
doi = {10.1145/1098918.1098964},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sensys/AksakBCDFGGGGHHKKLMPRRSSY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KrauseG05,
author = {Andreas Krause and
Carlos Guestrin},
title = {Near-optimal Nonmyopic Value of Information in Graphical Models},
booktitle = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial
Intelligence, Edinburgh, Scotland, July 26-29, 2005},
pages = {324--331},
publisher = {{AUAI} Press},
year = {2005},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1238\&\#38;proceeding\_id=21},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KrauseG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/GuestrinBTPM04,
author = {Carlos Guestrin and
Peter Bod{\'{\i}}k and
Romain Thibaux and
Mark A. Paskin and
Samuel Madden},
editor = {Kannan Ramchandran and
Janos Sztipanovits and
Jennifer C. Hou and
Thrasyvoulos N. Pappas},
title = {Distributed regression: an efficient framework for modeling sensor
network data},
booktitle = {Proceedings of the Third International Symposium on Information Processing
in Sensor Networks, {IPSN} 2004, Berkeley, California, USA, April
26-27, 2004},
pages = {1--10},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/984622.984624},
doi = {10.1145/984622.984624},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/GuestrinBTPM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuestrinHK04,
author = {Carlos Guestrin and
Milos Hauskrecht and
Branislav Kveton},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {Solving Factored MDPs with Continuous and Discrete Variables},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {235--242},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1113\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuestrinHK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PaskinG04,
author = {Mark A. Paskin and
Carlos Guestrin},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {Robust Probabilistic Inference in Distributed Systems},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {436--445},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1139\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PaskinG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/DeshpandeGMHH04,
author = {Amol Deshpande and
Carlos Guestrin and
Samuel Madden and
Joseph M. Hellerstein and
Wei Hong},
editor = {Mario A. Nascimento and
M. Tamer {\"{O}}zsu and
Donald Kossmann and
Ren{\'{e}}e J. Miller and
Jos{\'{e}} A. Blakeley and
K. Bernhard Schiefer},
title = {Model-Driven Data Acquisition in Sensor Networks},
booktitle = {(e)Proceedings of the Thirtieth International Conference on Very Large
Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
2004},
pages = {588--599},
publisher = {Morgan Kaufmann},
year = {2004},
url = {http://www.vldb.org/conf/2004/RS16P1.PDF},
doi = {10.1016/B978-012088469-8.50053-X},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/DeshpandeGMHH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Guestrin03,
author = {Carlos Guestrin},
title = {Planning under uncertainty in complex structured environments},
school = {Stanford University, {USA}},
year = {2003},
url = {https://searchworks.stanford.edu/view/5590274},
timestamp = {Wed, 31 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Guestrin03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/GuestrinKPV03,
author = {Carlos Guestrin and
Daphne Koller and
Ronald Parr and
Shobha Venkataraman},
title = {Efficient Solution Algorithms for Factored MDPs},
journal = {J. Artif. Intell. Res.},
volume = {19},
pages = {399--468},
year = {2003},
url = {https://doi.org/10.1613/jair.1000},
doi = {10.1613/JAIR.1000},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/GuestrinKPV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/ApaydinBGHLV03,
author = {Mehmet Serkan Apaydin and
Douglas L. Brutlag and
Carlos Guestrin and
David Hsu and
Jean{-}Claude Latombe and
Chris Varma},
title = {Stochastic Roadmap Simulation: An Efficient Representation and Algorithm
for Analyzing Molecular Motion},
journal = {J. Comput. Biol.},
volume = {10},
number = {3/4},
pages = {257--281},
year = {2003},
url = {https://doi.org/10.1089/10665270360688011},
doi = {10.1089/10665270360688011},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/ApaydinBGHLV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuestrinKGK03,
author = {Carlos Guestrin and
Daphne Koller and
Chris Gearhart and
Neal Kanodia},
editor = {Georg Gottlob and
Toby Walsh},
title = {Generalizing Plans to New Environments in Relational MDPs},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {1003--1010},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/144.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuestrinKGK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaskarGK03,
author = {Benjamin Taskar and
Carlos Guestrin and
Daphne Koller},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Max-Margin Markov Networks},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {25--32},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/878d5691c824ee2aaf770f7d36c151d6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TaskarGK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuestrinVK02,
author = {Carlos Guestrin and
Shobha Venkataraman and
Daphne Koller},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Context-Specific Multiagent Coordination and Planning with Factored
MDPs},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {253--259},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-039.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuestrinVK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PatrascuPSBG02,
author = {Relu Patrascu and
Pascal Poupart and
Dale Schuurmans and
Craig Boutilier and
Carlos Guestrin},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Greedy Linear Value-Approximation for Factored Markov Decision Processes},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {285--291},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-044.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PatrascuPSBG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccb/ApaydinGVBL02,
author = {Mehmet Serkan Apaydin and
Carlos Guestrin and
Chris Varma and
Douglas L. Brutlag and
Jean{-}Claude Latombe},
title = {Stochastic roadmap simulation for the study of ligand-protein interactions},
booktitle = {Proceedings of the European Conference on Computational Biology {(ECCB}
2002), October 6-9, 2002, Saarbr{\"{u}}cken, Germany},
pages = {18--26},
year = {2002},
timestamp = {Thu, 23 Jun 2016 15:53:27 +0200},
biburl = {https://dblp.org/rec/conf/eccb/ApaydinGVBL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccb/BrutlagAGHVSL02,
author = {Douglas L. Brutlag and
Mehmet Serkan Apaydin and
Carlos Guestrin and
David Hsu and
Chris Varma and
Amit Pal Singh and
Jean{-}Claude Latombe},
title = {Using robotics to fold proteins and dock ligands},
booktitle = {Proceedings of the European Conference on Computational Biology {(ECCB}
2002), October 6-9, 2002, Saarbr{\"{u}}cken, Germany},
pages = {74--74},
year = {2002},
timestamp = {Wed, 08 Dec 2004 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccb/BrutlagAGHVSL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuestrinLP02,
author = {Carlos Guestrin and
Michail G. Lagoudakis and
Ronald Parr},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Coordinated Reinforcement Learning},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {227--234},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Tue, 26 Nov 2002 10:58:27 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuestrinLP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuestrinPS02,
author = {Carlos Guestrin and
Relu Patrascu and
Dale Schuurmans},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Algorithm-Directed Exploration for Model-Based Reinforcement Learning
in Factored MDPs},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {235--242},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 22 Nov 2002 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuestrinPS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/ApaydinBGHL02,
author = {Mehmet Serkan Apaydin and
Douglas L. Brutlag and
Carlos Guestrin and
David Hsu and
Jean{-}Claude Latombe},
editor = {Gene Myers and
Sridhar Hannenhalli and
David Sankoff and
Sorin Istrail and
Pavel A. Pevzner and
Michael S. Waterman},
title = {Stochastic roadmap simulation: an efficient representation and algorithm
for analyzing molecular motion},
booktitle = {Proceedings of the Sixth Annual International Conference on Computational
Biology, {RECOMB} 2002, Washington, DC, USA, April 18-21, 2002},
pages = {12--21},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/565196.565199},
doi = {10.1145/565196.565199},
timestamp = {Mon, 13 May 2019 09:30:09 +0200},
biburl = {https://dblp.org/rec/conf/recomb/ApaydinBGHL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuestrinG02,
author = {Carlos Guestrin and
Geoffrey J. Gordon},
editor = {Adnan Darwiche and
Nir Friedman},
title = {Distributed Planning in Hierarchical Factored MDPs},
booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial
Intelligence, University of Alberta, Edmonton, Alberta, Canada, August
1-4, 2002},
pages = {197--206},
publisher = {Morgan Kaufmann},
year = {2002},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=861\&\#38;proceeding\_id=18},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuestrinG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wafr/ApaydinBGHL02,
author = {Mehmet Serkan Apaydin and
Douglas L. Brutlag and
Carlos Guestrin and
David Hsu and
Jean{-}Claude Latombe},
editor = {Jean{-}Daniel Boissonnat and
Joel W. Burdick and
Ken Goldberg and
Seth Hutchinson},
title = {Stochastic Conformational Roadmaps for Computing Ensemble Properties
of Molecular Motion},
booktitle = {Algorithmic Foundations of Robotics V, Selected Contributions of the
Fifth International Workshop on the Algorithmic Foundations of Robotics,
{WAFR} 2002, Nice, France, December 15-17, 2002},
series = {Springer Tracts in Advanced Robotics},
volume = {7},
pages = {131--148},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-3-540-45058-0\_9},
doi = {10.1007/978-3-540-45058-0\_9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wafr/ApaydinBGHL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuestrinKP01,
author = {Carlos Guestrin and
Daphne Koller and
Ronald Parr},
editor = {Bernhard Nebel},
title = {Max-norm Projections for Factored MDPs},
booktitle = {Proceedings of the Seventeenth International Joint Conference on Artificial
Intelligence, {IJCAI} 2001, Seattle, Washington, USA, August 4-10,
2001},
pages = {673--682},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Tue, 20 Aug 2019 16:18:14 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuestrinKP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuestrinKP01,
author = {Carlos Guestrin and
Daphne Koller and
Ronald Parr},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Multiagent Planning with Factored MDPs},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1523--1530},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/7af6266cc52234b5aa339b16695f7fc4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuestrinKP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuestrinO01,
author = {Carlos Guestrin and
Dirk Ormoneit},
editor = {Jack S. Breese and
Daphne Koller},
title = {Robust Combination of Local Controllers},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {178--185},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=98\&\#38;proceeding\_id=17},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuestrinO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/CozmanKG00,
author = {F{\'{a}}bio Gagliardi Cozman and
Eric Krotkov and
Carlos Guestrin},
title = {Outdoor Visual Position Estimation for Planetary Rovers},
journal = {Auton. Robots},
volume = {9},
number = {2},
pages = {135--150},
year = {2000},
url = {https://doi.org/10.1023/A:1008966317408},
doi = {10.1023/A:1008966317408},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/arobots/CozmanKG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/GuestrinCK98,
author = {Carlos Guestrin and
F{\'{a}}bio Gagliardi Cozman and
Eric Krotkov},
title = {Fast software image stabilization with color registration},
booktitle = {Proceedings 1998 {IEEE/RSJ} International Conference on Intelligent
Robots and Systems. Innovations in Theory, Practice and Applications,
October 13-17, 1998, Victoria, BC, Canada},
pages = {19--24},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/IROS.1998.724590},
doi = {10.1109/IROS.1998.724590},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/GuestrinCK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/GuestrinCS98,
author = {Carlos Guestrin and
F{\'{a}}bio Gagliardi Cozman and
Marcelo Godoy Sim{\~{o}}es},
editor = {Lakhmi C. Jain and
R. K. Jain},
title = {Industrial applications of image mosaicing and stabilization},
booktitle = {Knowledge-Based Intelligent Electronic Systems, 2nd International
Conference, {KES} 1998, Adelaide, South Australia, 21-23 April 1998,
Proceedings, Part {II}},
pages = {174--183},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/KES.1998.725908},
doi = {10.1109/KES.1998.725908},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/GuestrinCS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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