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ORCIDBibTeX records: Madalina Fiterau
@article{DBLP:journals/jamia/JoshiUAHEAEFSWDWFLMNNPV25,
author = {Shalmali Joshi and
I{\~{n}}igo Urteaga and
Wouter A. C. van Amsterdam and
George Hripcsak and
Pierre A. Elias and
Benjamin R. C. Amor and
No{\'{e}}mie Elhadad and
James C. Fackler and
Mark P. Sendak and
Jenna Wiens and
Kaivalya Deshpande and
Yoav Wald and
Madalina Fiterau and
Zachary C. Lipton and
Daniel Malinsky and
Madhur Nayan and
Hongseok Namkoong and
Soojin Park and
Julia E. Vogt and
Rajesh Ranganath},
title = {{AI} as an intervention: improving clinical outcomes relies on a causal
approach to {AI} development and validation},
journal = {J. Am. Medical Informatics Assoc.},
volume = {32},
number = {3},
pages = {589--594},
year = {2025},
url = {https://doi.org/10.1093/jamia/ocae301},
doi = {10.1093/JAMIA/OCAE301},
timestamp = {Sun, 15 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/JoshiUAHEAEFSWDWFLMNNPV25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShankarSF25,
author = {Shiv Shankar and
Ritwik Sinha and
Madalina Fiterau},
editor = {Silvia Chiappa and
Sara Magliacane},
title = {Experimentation under Treatment Dependent Network Interference},
booktitle = {Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace,
Rio de Janeiro, Brazil, 21-25 July 2025},
series = {Proceedings of Machine Learning Research},
volume = {286},
pages = {3787--3808},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v286/shankar25a.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShankarSF25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShankarSF25,
author = {Shiv Shankar and
Ritwik Sinha and
Madalina Fiterau},
editor = {Guodong Long and
Michale Blumestein and
Yi Chang and
Liane Lewin{-}Eytan and
Zi Helen Huang and
Elad Yom{-}Tov},
title = {Combining {A/A} Data and LLMs for Improved Content Evaluation},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
pages = {2749--2753},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3701716.3717860},
doi = {10.1145/3701716.3717860},
timestamp = {Wed, 11 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ShankarSF25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-07270,
author = {Sidong Zhang and
Shiv Shankar and
Trang Nguyen and
Andrea Fanelli and
Madalina Fiterau},
title = {Audio-Visual Speech Separation via Bottleneck Iterative Network},
journal = {CoRR},
volume = {abs/2507.07270},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.07270},
doi = {10.48550/ARXIV.2507.07270},
eprinttype = {arXiv},
eprint = {2507.07270},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-07270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/NguyenCKAFS24,
author = {Trang Nguyen and
Anthony Campbell and
Ankit Kumar and
Edwin Amponsah and
Madalina Fiterau and
Leili Shahriyari},
title = {Optimal fusion of genotype and drug embeddings in predicting cancer
drug response},
journal = {Briefings Bioinform.},
volume = {25},
number = {3},
year = {2024},
url = {https://doi.org/10.1093/bib/bbae227},
doi = {10.1093/BIB/BBAE227},
timestamp = {Sun, 10 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/NguyenCKAFS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShankarSCMF24,
author = {Shiv Shankar and
Ritwik Sinha and
Yash Chandak and
Saayan Mitra and
Madalina Fiterau},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {{A/B} testing under Interference with Partial Network Information},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {19--27},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/shankar24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShankarSCMF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShankarSF24,
author = {Shiv Shankar and
Ritwik Sinha and
Madalina Fiterau},
title = {On Online Experimentation without Device Identifiers},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=merZTLSdC9},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShankarSF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/ShankarSF24,
author = {Shiv Shankar and
Ritwik Sinha and
Madalina Fiterau},
editor = {Stefan Hegselmann and
Helen Zhou and
Elizabeth Healey and
Trenton Chang and
Caleb Ellington and
Vishwali Mhasawade and
Sana Tonekaboni and
Peniel Argaw and
Haoran Zhang},
title = {Estimating Counterfactual Distributions under Interference},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2024, Vancouver, Canada,
15-16 December 2024},
series = {Proceedings of Machine Learning Research},
volume = {259},
pages = {923--940},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v259/shankar25a.html},
timestamp = {Tue, 19 Aug 2025 07:53:51 +0200},
biburl = {https://dblp.org/rec/conf/ml4h/ShankarSF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlhc/2024,
editor = {Kaivalya Deshpande and
Madalina Fiterau and
Shalmali Joshi and
Zachary C. Lipton and
Rajesh Ranganath and
I{\~{n}}igo Urteaga},
title = {Machine Learning for Healthcare Conference, 16-17 August 2024, Toronto,
Canada},
series = {Proceedings of Machine Learning Research},
volume = {252},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v252/},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02665,
author = {Iman Deznabi and
Peeyush Kumar and
Madalina Fiterau},
title = {Zero-shot Microclimate Prediction with Deep Learning},
journal = {CoRR},
volume = {abs/2401.02665},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02665},
doi = {10.48550/ARXIV.2401.02665},
eprinttype = {arXiv},
eprint = {2401.02665},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-10547,
author = {Shiv Shankar and
Ritwik Sinha and
Yash Chandak and
Saayan Mitra and
Madalina Fiterau},
title = {{A/B} testing under Interference with Partial Network Information},
journal = {CoRR},
volume = {abs/2404.10547},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.10547},
doi = {10.48550/ARXIV.2404.10547},
eprinttype = {arXiv},
eprint = {2404.10547},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-10547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-11472,
author = {Purity Mugambi and
Alexandra Meliou and
Madalina Fiterau},
title = {Leveraging Foundation Language Models (FLMs) for Automated Cohort
Extraction from Large {EHR} Databases},
journal = {CoRR},
volume = {abs/2412.11472},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.11472},
doi = {10.48550/ARXIV.2412.11472},
eprinttype = {arXiv},
eprint = {2412.11472},
timestamp = {Tue, 21 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-11472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShankarSMSF23,
author = {Shiv Shankar and
Ritwik Sinha and
Saayan Mitra and
Moumita Sinha and
Madalina Fiterau},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Direct Inference of Effect of Treatment {(DIET)} for a Cookieless
World},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1869--1887},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/shankar23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShankarSMSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/DeznabiF23,
author = {Iman Deznabi and
Madalina Fiterau},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition
for Multivariate Time Series Prediction},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {509--525},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/deznabi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/DeznabiF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/XiaoLKPF23,
author = {Ke Xiao and
Erik G. Learned{-}Miller and
Evangelos Kalogerakis and
James Priest and
Madalina Fiterau},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu E. Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Machine Learning for Automated Mitral Regurgitation Detection from
Cardiac Imaging},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14226},
pages = {236--246},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43990-2\_23},
doi = {10.1007/978-3-031-43990-2\_23},
timestamp = {Tue, 13 Aug 2024 14:18:07 +0200},
biburl = {https://dblp.org/rec/conf/miccai/XiaoLKPF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlhc/2023,
editor = {Kaivalya Deshpande and
Madalina Fiterau and
Shalmali Joshi and
Zachary C. Lipton and
Rajesh Ranganath and
I{\~{n}}igo Urteaga and
Serene Yeung},
title = {Machine Learning for Healthcare Conference, {MLHC} 2023, 11-12 August
2023, New York, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {219},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v219/},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10164,
author = {Iman Deznabi and
Madalina Fiterau},
title = {MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition
for Multivariate Time Series Prediction},
journal = {CoRR},
volume = {abs/2306.10164},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10164},
doi = {10.48550/ARXIV.2306.10164},
eprinttype = {arXiv},
eprint = {2306.10164},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04871,
author = {Ke Xiao and
Erik G. Learned{-}Miller and
Evangelos Kalogerakis and
James Priest and
Madalina Fiterau},
title = {Machine Learning for Automated Mitral Regurgitation Detection from
Cardiac Imaging},
journal = {CoRR},
volume = {abs/2310.04871},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04871},
doi = {10.48550/ARXIV.2310.04871},
eprinttype = {arXiv},
eprint = {2310.04871},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PoloskySFJ22,
author = {Nicholas Polosky and
Bruno C. da Silva and
Madalina Fiterau and
Jithin Jagannath},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Constrained Offline Policy Optimization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {17801--17810},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/polosky22a.html},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PoloskySFJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00302,
author = {Shiv Shankar and
Laure Thompson and
Madalina Fiterau},
title = {Progressive Fusion for Multimodal Integration},
journal = {CoRR},
volume = {abs/2209.00302},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00302},
doi = {10.48550/ARXIV.2209.00302},
eprinttype = {arXiv},
eprint = {2209.00302},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dgov/DeznabiMSFM21,
author = {Iman Deznabi and
Tamanna Motahar and
Ali Sarvghad and
Madalina Fiterau and
Narges Mahyar},
title = {Impact of the {COVID-19} Pandemic on the Academic Community Results
from a survey conducted at University of Massachusetts Amherst},
journal = {Digit. Gov. Res. Pract.},
volume = {2},
number = {2},
pages = {22:1--22:12},
year = {2021},
url = {https://doi.org/10.1145/3436731},
doi = {10.1145/3436731},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dgov/DeznabiMSFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DeznabiIF21,
author = {Iman Deznabi and
Mohit Iyyer and
Madalina Fiterau},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Predicting in-hospital mortality by combining clinical notes with
time-series data},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {4026--4031},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.352},
doi = {10.18653/V1/2021.FINDINGS-ACL.352},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DeznabiIF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CunninghamF21,
author = {Edmond Cunningham and
Madalina Fiterau},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {A Change of Variables Method For Rectangular Matrix-Vector Products},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2755--2763},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/cunningham21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CunninghamF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13070,
author = {Edmond Cunningham and
Renos Zabounidis and
Abhinav Agrawal and
Ina Fiterau and
Daniel Sheldon},
title = {Normalizing Flows Across Dimensions},
journal = {CoRR},
volume = {abs/2006.13070},
year = {2020},
url = {https://arxiv.org/abs/2006.13070},
eprinttype = {arXiv},
eprint = {2006.13070},
timestamp = {Mon, 31 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09445,
author = {Purva Pruthi and
Javier Gonz{\'{a}}lez and
Xiaoyu Lu and
Madalina Fiterau},
title = {Structure Mapping for Transferability of Causal Models},
journal = {CoRR},
volume = {abs/2007.09445},
year = {2020},
url = {https://arxiv.org/abs/2007.09445},
eprinttype = {arXiv},
eprint = {2007.09445},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GhoseDBCFR19,
author = {Debasmita Ghose and
Shasvat Mukeshkumar Desai and
Sneha Bhattacharya and
Deep Chakraborty and
Madalina Fiterau and
Tauhidur Rahman},
title = {Pedestrian Detection in Thermal Images Using Saliency Maps},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {988--997},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/PBVS/Ghose\_Pedestrian\_Detection\_in\_Thermal\_Images\_Using\_Saliency\_Maps\_CVPRW\_2019\_paper.html},
doi = {10.1109/CVPRW.2019.00130},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/GhoseDBCFR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/DevarakondaWFF19,
author = {Surya Teja Devarakonda and
Yeahuay Joie Wu and
Yi Ren Fung and
Madalina Fiterau},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {FLARe: Forecasting by Learning Anticipated Representations},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2019, 9-10 August 2019, Ann Arbor, Michigan, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {106},
pages = {53--65},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v106/devarakonda19a.html},
timestamp = {Thu, 07 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/DevarakondaWFF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06859,
author = {Debasmita Ghose and
Shasvat Mukeshkumar Desai and
Sneha Bhattacharya and
Deep Chakraborty and
Madalina Fiterau and
Tauhidur Rahman},
title = {Pedestrian Detection in Thermal Images using Saliency Maps},
journal = {CoRR},
volume = {abs/1904.06859},
year = {2019},
url = {http://arxiv.org/abs/1904.06859},
eprinttype = {arXiv},
eprint = {1904.06859},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-06859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07950,
author = {Ziqiang Guan and
Ritesh Kumar and
Yi Ren Fung and
Yeahuay Wu and
Madalina Fiterau},
title = {A Comprehensive Study of Alzheimer's Disease Classification Using
Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1904.07950},
year = {2019},
url = {http://arxiv.org/abs/1904.07950},
eprinttype = {arXiv},
eprint = {1904.07950},
timestamp = {Thu, 07 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-07950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08930,
author = {Yeahuay Joie Wu and
Surya Teja Devarakonda and
Madalina Fiterau},
title = {FLARe: Forecasting by Learning Anticipated Representations},
journal = {CoRR},
volume = {abs/1904.08930},
year = {2019},
url = {http://arxiv.org/abs/1904.08930},
eprinttype = {arXiv},
eprint = {1904.08930},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-08930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00125,
author = {Bhanu Pratap Singh and
Iman Deznabi and
Bharath Narasimhan and
Bryon Kucharski and
Rheeya Uppaal and
Akhila Josyula and
Madalina Fiterau},
title = {Multi-resolution Networks For Flexible Irregular Time Series Modeling
(Multi-FIT)},
journal = {CoRR},
volume = {abs/1905.00125},
year = {2019},
url = {http://arxiv.org/abs/1905.00125},
eprinttype = {arXiv},
eprint = {1905.00125},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04231,
author = {Yi Ren Fung and
Ziqiang Guan and
Ritesh Kumar and
Yeahuay Joie Wu and
Madalina Fiterau},
title = {Alzheimer's Disease Brain {MRI} Classification: Challenges and Insights},
journal = {CoRR},
volume = {abs/1906.04231},
year = {2019},
url = {http://arxiv.org/abs/1906.04231},
eprinttype = {arXiv},
eprint = {1906.04231},
timestamp = {Thu, 07 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11356,
author = {Abhinav Shaw and
Natcha Simsiri and
Iman Deznaby and
Madalina Fiterau and
Tauhidur Rahman},
title = {Personalized Student Stress Prediction with Deep Multitask Network},
journal = {CoRR},
volume = {abs/1906.11356},
year = {2019},
url = {http://arxiv.org/abs/1906.11356},
eprinttype = {arXiv},
eprint = {1906.11356},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07216,
author = {Natalia Antropova and
Andrew L. Beam and
Brett K. Beaulieu{-}Jones and
Irene Chen and
Corey Chivers and
Adrian V. Dalca and
Samuel G. Finlayson and
Madalina Fiterau and
Jason Alan Fries and
Marzyeh Ghassemi and
Mike Hughes and
Bruno Jedynak and
Jasvinder S. Kandola and
Matthew B. A. McDermott and
Tristan Naumann and
Peter Schulam and
Farah Shamout and
Alexandre Yahi},
title = {Machine Learning for Health {(ML4H)} Workshop at NeurIPS 2018},
journal = {CoRR},
volume = {abs/1811.07216},
year = {2018},
url = {http://arxiv.org/abs/1811.07216},
eprinttype = {arXiv},
eprint = {1811.07216},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/FiterauBFBHHRD17,
author = {Madalina Fiterau and
Suvrat Bhooshan and
Jason A. Fries and
Charles Bournhonesque and
Jennifer L. Hicks and
Eni Halilaj and
Christopher R{\'{e}} and
Scott L. Delp},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {ShortFuse: Biomedical Time Series Representations in the Presence
of Structured Information},
booktitle = {Proceedings of the Machine Learning for Health Care Conference, {MLHC}
2017, Boston, Massachusetts, USA, 18-19 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {68},
pages = {59--74},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v68/fiterau17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:31 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/FiterauBFBHHRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KontschiederFCB16,
author = {Peter Kontschieder and
Madalina Fiterau and
Antonio Criminisi and
Samuel Rota Bul{\`{o}}},
editor = {Subbarao Kambhampati},
title = {Deep Neural Decision Forests},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {4190--4194},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/628},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KontschiederFCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangFD16,
author = {Donghan Wang and
Madalina Fiterau and
Artur Dubrawski},
editor = {Subbarao Kambhampati},
title = {{VIPR:} An Interactive Tool for Meaningful Visualization of High-Dimensional
Data},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {4274--4275},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/657},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangFD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Fiterau18,
author = {Madalina Fiterau},
title = {Discovering Compact and Informative Structures through Data Partitioning},
school = {Carnegie Mellon University, {USA}},
year = {2015},
url = {https://doi.org/10.1184/r1/6715973.v1},
doi = {10.1184/R1/6715973.V1},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Fiterau18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BarnesGFD15,
author = {Matt Barnes and
Nick Gisolfi and
Madalina Fiterau and
Artur Dubrawski},
editor = {Blai Bonet and
Sven Koenig},
title = {Leveraging Common Structure to Improve Prediction across Related Datasets},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {4144--4145},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9746},
doi = {10.1609/AAAI.V29I1.9746},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BarnesGFD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FiterauD15,
author = {Madalina Fiterau and
Artur Dubrawski},
editor = {Blai Bonet and
Sven Koenig},
title = {Active Learning for Informative Projection Retrieval},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {4158--4159},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9742},
doi = {10.1609/AAAI.V29I1.9742},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FiterauD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GisolfiFD15,
author = {Nick Gisolfi and
Madalina Fiterau and
Artur Dubrawski},
editor = {Blai Bonet and
Sven Koenig},
title = {Finding Meaningful Gaps to Guide Data Acquisition for a Radiation
Adjudication System},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {4164--4165},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9748},
doi = {10.1609/AAAI.V29I1.9748},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GisolfiFD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KontschiederFCB15,
author = {Peter Kontschieder and
Madalina Fiterau and
Antonio Criminisi and
Samuel Rota Bul{\`{o}}},
title = {Deep Neural Decision Forests},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {1467--1475},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.172},
doi = {10.1109/ICCV.2015.172},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/KontschiederFCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FiterauD13,
author = {Madalina Fiterau and
Artur Dubrawski},
title = {Informative Projection Recovery for Classification, Clustering and
Regression},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 1},
pages = {15--20},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.11},
doi = {10.1109/ICMLA.2013.11},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FiterauD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FiterauD12,
author = {Madalina Fiterau and
Artur Dubrawski},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Projection Retrieval for Classification},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {3032--3040},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/ea8fcd92d59581717e06eb187f10666d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FiterauD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lcn/FiterauOM09,
author = {Madalina Fiterau and
Olga Ormond and
Gabriel{-}Miro Muntean},
title = {Performance of handover for multiple users in heterogeneous wireless
networks},
booktitle = {The 34th Annual {IEEE} Conference on Local Computer Networks, {LCN}
2009, 20-23 October 2009, Zurich, Switzerland, Proceedings},
pages = {257--260},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/LCN.2009.5355082},
doi = {10.1109/LCN.2009.5355082},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lcn/FiterauOM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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