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ORCIDBibTeX records: Jared Dunnmon
@article{DBLP:journals/corr/abs-2505-16477,
author = {Yanbo Zhang and
Sumeer Ahmad Khan and
Adnan Mahmud and
Huck Yang and
Alexander Lavin and
Michael Levin and
Jeremy G. Frey and
Jared Dunnmon and
James A. Evans and
Alan R. Bundy and
Saso Dzeroski and
Jesper Tegn{\'{e}}r and
Hector Zenil},
title = {Advancing the Scientific Method with Large Language Models: From Hypothesis
to Discovery},
journal = {CoRR},
volume = {abs/2505.16477},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.16477},
doi = {10.48550/ARXIV.2505.16477},
eprinttype = {arXiv},
eprint = {2505.16477},
timestamp = {Thu, 26 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-16477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/TangTDSERPB23,
author = {Siyi Tang and
Amara Tariq and
Jared A. Dunnmon and
Umesh Sharma and
Praneetha Elugunti and
Daniel L. Rubin and
Bhavik N. Patel and
Imon Banerjee},
title = {Predicting 30-Day All-Cause Hospital Readmission Using Multimodal
Spatiotemporal Graph Neural Networks},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {27},
number = {4},
pages = {2071--2082},
year = {2023},
url = {https://doi.org/10.1109/JBHI.2023.3236888},
doi = {10.1109/JBHI.2023.3236888},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/TangTDSERPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/TangDQSBLR23,
author = {Siyi Tang and
Jared A. Dunnmon and
Liangqiong Qu and
Khaled Kamal Saab and
Tina Baykaner and
Christopher Lee{-}Messer and
Daniel L. Rubin},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Modeling Multivariate Biosignals With Graph Neural Networks and Structured
State Space Models},
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 = {50--71},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/tang23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/TangDQSBLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DelbrouckSVECDZ22,
author = {Jean{-}Benoit Delbrouck and
Khaled Saab and
Maya Varma and
Sabri Eyuboglu and
Pierre J. Chambon and
Jared Dunnmon and
Juan Zambrano and
Akshay Chaudhari and
Curtis P. Langlotz},
editor = {Valerio Basile and
Zornitsa Kozareva and
Sanja Stajner},
title = {ViLMedic: a framework for research at the intersection of vision and
language in medical {AI}},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2022 - System Demonstrations, Dublin, Ireland,
May 22-27, 2022},
pages = {23--34},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-demo.3},
doi = {10.18653/V1/2022.ACL-DEMO.3},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DelbrouckSVECDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/EyubogluVSDLD0R22,
author = {Sabri Eyuboglu and
Maya Varma and
Khaled Kamal Saab and
Jean{-}Benoit Delbrouck and
Christopher Lee{-}Messer and
Jared Dunnmon and
James Zou and
Christopher R{\'{e}}},
title = {Domino: Discovering Systematic Errors with Cross-Modal Embeddings},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=FPCMqjI0jXN},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/EyubogluVSDLD0R22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TangDSZHDRL22,
author = {Siyi Tang and
Jared Dunnmon and
Khaled Kamal Saab and
Xuan Zhang and
Qianying Huang and
Florian Dubost and
Daniel L. Rubin and
Christopher Lee{-}Messer},
title = {Self-Supervised Graph Neural Networks for Improved Electroencephalographic
Seizure Analysis},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=k9bx1EfHI\_-},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TangDSZHDRL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PaoloLGGPKKD22,
author = {Fernando Paolo and
Tsu{-}ting Tim Lin and
Ritwik Gupta and
Bryce Goodman and
Nirav Patel and
Daniel Kuster and
David Kroodsma and
Jared Dunnmon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture
Radar Imagery},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f4d4a021f9051a6c18183b059117e8b5-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PaoloLGGPKKD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14960,
author = {Sabri Eyuboglu and
Maya Varma and
Khaled Saab and
Jean{-}Benoit Delbrouck and
Christopher Lee{-}Messer and
Jared Dunnmon and
James Zou and
Christopher R{\'{e}}},
title = {Domino: Discovering Systematic Errors with Cross-Modal Embeddings},
journal = {CoRR},
volume = {abs/2203.14960},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14960},
doi = {10.48550/ARXIV.2203.14960},
eprinttype = {arXiv},
eprint = {2203.14960},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06766,
author = {Siyi Tang and
Amara Tariq and
Jared Dunnmon and
Umesh Sharma and
Praneetha Elugunti and
Daniel L. Rubin and
Bhavik N. Patel and
Imon Banerjee},
title = {Multimodal spatiotemporal graph neural networks for improved prediction
of 30-day all-cause hospital readmission},
journal = {CoRR},
volume = {abs/2204.06766},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06766},
doi = {10.48550/ARXIV.2204.06766},
eprinttype = {arXiv},
eprint = {2204.06766},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-06766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00897,
author = {Fernando Paolo and
Tsu{-}ting Tim Lin and
Ritwik Gupta and
Bryce Goodman and
Nirav Patel and
Daniel Kuster and
David Kroodsma and
Jared Dunnmon},
title = {xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture
Radar Imagery},
journal = {CoRR},
volume = {abs/2206.00897},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00897},
doi = {10.48550/ARXIV.2206.00897},
eprinttype = {arXiv},
eprint = {2206.00897},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11176,
author = {Siyi Tang and
Jared A. Dunnmon and
Liangqiong Qu and
Khaled Kamal Saab and
Christopher Lee{-}Messer and
Daniel L. Rubin},
title = {Spatiotemporal Modeling of Multivariate Signals With Graph Neural
Networks and Structured State Space Models},
journal = {CoRR},
volume = {abs/2211.11176},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11176},
doi = {10.48550/ARXIV.2211.11176},
eprinttype = {arXiv},
eprint = {2211.11176},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/LeeDHTRR21,
author = {Rebecca Sawyer Lee and
Jared A. Dunnmon and
Ann He and
Siyi Tang and
Christopher R{\'{e}} and
Daniel L. Rubin},
title = {Comparison of segmentation-free and segmentation-dependent computer-aided
diagnosis of breast masses on a public mammography dataset},
journal = {J. Biomed. Informatics},
volume = {113},
pages = {103656},
year = {2021},
url = {https://doi.org/10.1016/j.jbi.2020.103656},
doi = {10.1016/J.JBI.2020.103656},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/LeeDHTRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SaabHSPPWDZRR21,
author = {Khaled Saab and
Sarah M. Hooper and
Nimit Sharad Sohoni and
Jupinder Parmar and
Brian Pogatchnik and
Sen Wu and
Jared A. Dunnmon and
Hongyang R. Zhang and
Daniel L. Rubin and
Christopher R{\'{e}}},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Observational Supervision for Medical Image Classification Using Gaze
Data},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12902},
pages = {603--614},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87196-3\_56},
doi = {10.1007/978-3-030-87196-3\_56},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SaabHSPPWDZRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08336,
author = {Siyi Tang and
Jared A. Dunnmon and
Khaled Saab and
Xuan Zhang and
Qianying Huang and
Florian Dubost and
Daniel L. Rubin and
Christopher Lee{-}Messer},
title = {Automated Seizure Detection and Seizure Type Classification From Electroencephalography
With a Graph Neural Network and Self-Supervised Pre-Training},
journal = {CoRR},
volume = {abs/2104.08336},
year = {2021},
url = {https://arxiv.org/abs/2104.08336},
eprinttype = {arXiv},
eprint = {2104.08336},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02016,
author = {Anirudh Joshi and
Sabri Eyuboglu and
Shih{-}Cheng Huang and
Jared Dunnmon and
Arjun Soin and
Guido A. Davidzon and
Akshay Chaudhari and
Matthew P. Lungren},
title = {OncoNet: Weakly Supervised Siamese Network to automate cancer treatment
response assessment between longitudinal {FDG} {PET/CT} examinations},
journal = {CoRR},
volume = {abs/2108.02016},
year = {2021},
url = {https://arxiv.org/abs/2108.02016},
eprinttype = {arXiv},
eprint = {2108.02016},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-02016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/HuangKBCBBHPRID20,
author = {Shih{-}Cheng Huang and
Tanay Kothari and
Imon Banerjee and
Christopher Chute and
Robyn L. Ball and
Norah Borus and
Andrew Huang and
Bhavik N. Patel and
Pranav Rajpurkar and
Jeremy Irvin and
Jared Dunnmon and
Joseph Bledsoe and
Katie S. Shpanskaya and
Abhay Dhaliwal and
Roham Zamanian and
Andrew Y. Ng and
Matthew P. Lungren},
title = {PENet - a scalable deep-learning model for automated diagnosis of
pulmonary embolism using volumetric {CT} imaging},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-0266-y},
doi = {10.1038/S41746-020-0266-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/HuangKBCBBHPRID20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/HuangKBCBBHPRID20a,
author = {Shih{-}Cheng Huang and
Tanay Kothari and
Imon Banerjee and
Christopher Chute and
Robyn L. Ball and
Norah Borus and
Andrew Huang and
Bhavik N. Patel and
Pranav Rajpurkar and
Jeremy Irvin and
Jared Dunnmon and
Joseph Bledsoe and
Katie S. Shpanskaya and
Abhay Dhaliwal and
Roham Zamanian and
Andrew Y. Ng and
Matthew P. Lungren},
title = {Author Correction: PENet - a scalable deep-learning model for automated
diagnosis of pulmonary embolism using volumetric {CT} imaging},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-00310-6},
doi = {10.1038/S41746-020-00310-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/HuangKBCBBHPRID20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/SaabDRRL20,
author = {Khaled Saab and
Jared Dunnmon and
Christopher R{\'{e}} and
Daniel L. Rubin and
Christopher Lee{-}Messer},
title = {Weak supervision as an efficient approach for automated seizure detection
in electroencephalography},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-0264-0},
doi = {10.1038/S41746-020-0264-0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/SaabDRRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/DunnmonRSKMSGLL20,
author = {Jared A. Dunnmon and
Alexander J. Ratner and
Khaled Saab and
Nishith Khandwala and
Matthew Markert and
Hersh Sagreiya and
Roger E. Goldman and
Christopher Lee{-}Messer and
Matthew P. Lungren and
Daniel L. Rubin and
Christopher R{\'{e}}},
title = {Cross-Modal Data Programming Enables Rapid Medical Machine Learning},
journal = {Patterns},
volume = {1},
number = {2},
pages = {100019},
year = {2020},
url = {https://doi.org/10.1016/j.patter.2020.100019},
doi = {10.1016/J.PATTER.2020.100019},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/DunnmonRSKMSGLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KuangSS0CDPR20,
author = {Zhaobin Kuang and
Frederic Sala and
Nimit Sharad Sohoni and
Sen Wu and
Aldo C{\'{o}}rdova{-}Palomera and
Jared Dunnmon and
James Priest and
Christopher R{\'{e}}},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Ivy: Instrumental Variable Synthesis for Causal Inference},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {398--410},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/kuang20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KuangSS0CDPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/Oakden-RaynerDC20,
author = {Luke Oakden{-}Rayner and
Jared Dunnmon and
Gustavo Carneiro and
Christopher R{\'{e}}},
editor = {Marzyeh Ghassemi},
title = {Hidden stratification causes clinically meaningful failures in machine
learning for medical imaging},
booktitle = {{ACM} {CHIL} '20: {ACM} Conference on Health, Inference, and Learning,
Toronto, Ontario, Canada, April 2-4, 2020 [delayed]},
pages = {151--159},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3368555.3384468},
doi = {10.1145/3368555.3384468},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/Oakden-RaynerDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SohoniDAGR20,
author = {Nimit Sharad Sohoni and
Jared Dunnmon and
Geoffrey Angus and
Albert Gu and
Christopher R{\'{e}}},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained
Classification Problems},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/e0688d13958a19e087e123148555e4b4-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SohoniDAGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-07977,
author = {Sarah M. Hooper and
Jared A. Dunnmon and
Matthew P. Lungren and
Sanjiv Sam Gambhir and
Christopher R{\'{e}} and
Adam S. Wang and
Bhavik N. Patel},
title = {Assessing Robustness to Noise: Low-Cost Head {CT} Triage},
journal = {CoRR},
volume = {abs/2003.07977},
year = {2020},
url = {https://arxiv.org/abs/2003.07977},
eprinttype = {arXiv},
eprint = {2003.07977},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-07977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05316,
author = {Zhaobin Kuang and
Frederic Sala and
Nimit Sharad Sohoni and
Sen Wu and
Aldo C{\'{o}}rdova{-}Palomera and
Jared Dunnmon and
James Priest and
Christopher R{\'{e}}},
title = {Ivy: Instrumental Variable Synthesis for Causal Inference},
journal = {CoRR},
volume = {abs/2004.05316},
year = {2020},
url = {https://arxiv.org/abs/2004.05316},
eprinttype = {arXiv},
eprint = {2004.05316},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08006,
author = {Siyi Tang and
Amirata Ghorbani and
Rikiya Yamashita and
Sameer Rehman and
Jared A. Dunnmon and
James Y. Zou and
Daniel L. Rubin},
title = {Data Valuation for Medical Imaging Using Shapley Value: Application
on {A} Large-scale Chest X-ray Dataset},
journal = {CoRR},
volume = {abs/2010.08006},
year = {2020},
url = {https://arxiv.org/abs/2010.08006},
eprinttype = {arXiv},
eprint = {2010.08006},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12945,
author = {Nimit Sharad Sohoni and
Jared A. Dunnmon and
Geoffrey Angus and
Albert Gu and
Christopher R{\'{e}}},
title = {No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained
Classification Problems},
journal = {CoRR},
volume = {abs/2011.12945},
year = {2020},
url = {https://arxiv.org/abs/2011.12945},
eprinttype = {arXiv},
eprint = {2011.12945},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14101,
author = {Florian Dubost and
Erin Hong and
Daniel Y. Fu and
Nandita Bhaskhar and
Siyi Tang and
Khaled Saab and
Daniel L. Rubin and
Jared Dunnmon and
Christopher Lee{-}Messer},
title = {Let's Hope it Works! Inaccurate Supervision of Neural Networks with
Incorrect Labels: Application to Epilepsy},
journal = {CoRR},
volume = {abs/2011.14101},
year = {2020},
url = {https://arxiv.org/abs/2011.14101},
eprinttype = {arXiv},
eprint = {2011.14101},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VarmaLGDKRLBSFL19,
author = {Maya Varma and
Mandy Lu and
Rachel Gardner and
Jared Dunnmon and
Nishith Khandwala and
Pranav Rajpurkar and
Jin Long and
Christopher Beaulieu and
Katie S. Shpanskaya and
Li Fei{-}Fei and
Matthew P. Lungren and
Bhavik N. Patel},
title = {Automated abnormality detection in lower extremity radiographs using
deep learning},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {12},
pages = {578--583},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0126-0},
doi = {10.1038/S42256-019-0126-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/VarmaLGDKRLBSFL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RatnerHDSPR19,
author = {Alexander Ratner and
Braden Hancock and
Jared Dunnmon and
Frederic Sala and
Shreyash Pandey and
Christopher R{\'{e}}},
title = {Training Complex Models with Multi-Task Weak Supervision},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4763--4771},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014763},
doi = {10.1609/AAAI.V33I01.33014763},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RatnerHDSPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SaabDGRSRR19,
author = {Khaled Saab and
Jared Dunnmon and
Roger E. Goldman and
Alexander Ratner and
Hersh Sagreiya and
Christopher R{\'{e}} and
Daniel L. Rubin},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Doubly Weak Supervision of Deep Learning Models for Head {CT}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11766},
pages = {811--819},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32248-9\_90},
doi = {10.1007/978-3-030-32248-9\_90},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SaabDGRSRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-05433,
author = {Swetava Ganguli and
Jared Dunnmon and
Darren Hau},
title = {Predicting Food Security Outcomes Using Convolutional Neural Networks
(CNNs) for Satellite Tasking},
journal = {CoRR},
volume = {abs/1902.05433},
year = {2019},
url = {http://arxiv.org/abs/1902.05433},
eprinttype = {arXiv},
eprint = {1902.05433},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-05433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07087,
author = {Jared Dunnmon and
Swetava Ganguli and
Darren Hau and
Brooke E. Husic},
title = {Predicting {US} State-Level Agricultural Sentiment as a Measure of
Food Security with Tweets from Farming Communities},
journal = {CoRR},
volume = {abs/1902.07087},
year = {2019},
url = {http://arxiv.org/abs/1902.07087},
eprinttype = {arXiv},
eprint = {1902.07087},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-11101,
author = {Jared Dunnmon and
Alexander Ratner and
Nishith Khandwala and
Khaled Saab and
Matthew Markert and
Hersh Sagreiya and
Roger E. Goldman and
Christopher Lee{-}Messer and
Matthew P. Lungren and
Daniel L. Rubin and
Christopher R{\'{e}}},
title = {Cross-Modal Data Programming Enables Rapid Medical Machine Learning},
journal = {CoRR},
volume = {abs/1903.11101},
year = {2019},
url = {http://arxiv.org/abs/1903.11101},
eprinttype = {arXiv},
eprint = {1903.11101},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-11101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12475,
author = {Luke Oakden{-}Rayner and
Jared Dunnmon and
Gustavo Carneiro and
Christopher R{\'{e}}},
title = {Hidden Stratification Causes Clinically Meaningful Failures in Machine
Learning for Medical Imaging},
journal = {CoRR},
volume = {abs/1909.12475},
year = {2019},
url = {http://arxiv.org/abs/1909.12475},
eprinttype = {arXiv},
eprint = {1909.12475},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/RatnerHDGR18,
author = {Alexander Ratner and
Braden Hancock and
Jared Dunnmon and
Roger E. Goldman and
Christopher R{\'{e}}},
editor = {Sebastian Schelter and
Stephan Seufert and
Arun Kumar},
title = {Snorkel MeTaL: Weak Supervision for Multi-Task Learning},
booktitle = {Proceedings of the Second Workshop on Data Management for End-To-End
Machine Learning, DEEM@SIGMOD 2018, Houston, TX, USA, June 15, 2018},
pages = {3:1--3:4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209889.3209898},
doi = {10.1145/3209889.3209898},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/RatnerHDGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02840,
author = {Alexander Ratner and
Braden Hancock and
Jared Dunnmon and
Frederic Sala and
Shreyash Pandey and
Christopher R{\'{e}}},
title = {Training Complex Models with Multi-Task Weak Supervision},
journal = {CoRR},
volume = {abs/1810.02840},
year = {2018},
url = {http://arxiv.org/abs/1810.02840},
eprinttype = {arXiv},
eprint = {1810.02840},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RatnerEHDR17,
author = {Alexander J. Ratner and
Henry R. Ehrenberg and
Zeshan Hussain and
Jared Dunnmon and
Christopher R{\'{e}}},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Learning to Compose Domain-Specific Transformations for Data Augmentation},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3236--3246},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/f26dab9bf6a137c3b6782e562794c2f2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/RatnerEHDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GanguliD17,
author = {Swetava Ganguli and
Jared Dunnmon},
title = {Machine Learning for Better Models for Predicting Bond Prices},
journal = {CoRR},
volume = {abs/1705.01142},
year = {2017},
url = {http://arxiv.org/abs/1705.01142},
eprinttype = {arXiv},
eprint = {1705.01142},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GanguliD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YiSCDLXR17,
author = {Darvin Yi and
Rebecca Lynn Sawyer and
David Cohn III and
Jared Dunnmon and
Carson K. Lam and
Xuerong Xiao and
Daniel L. Rubin},
title = {Optimizing and Visualizing Deep Learning for Benign/Malignant Classification
in Breast Tumors},
journal = {CoRR},
volume = {abs/1705.06362},
year = {2017},
url = {http://arxiv.org/abs/1705.06362},
eprinttype = {arXiv},
eprint = {1705.06362},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YiSCDLXR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01643,
author = {Alexander J. Ratner and
Henry R. Ehrenberg and
Zeshan Hussain and
Jared Dunnmon and
Christopher R{\'{e}}},
title = {Learning to Compose Domain-Specific Transformations for Data Augmentation},
journal = {CoRR},
volume = {abs/1709.01643},
year = {2017},
url = {http://arxiv.org/abs/1709.01643},
eprinttype = {arXiv},
eprint = {1709.01643},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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