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Just Train Twice: Improving Group Robustness without Training Group Information

Jul 19, 2021
Evan Zheran Liu, Behzad Haghgoo, Annie S. Chen, Aditi Raghunathan, Pang Wei Koh, Shiori Sagawa, Percy Liang, Chelsea Finn

* International Conference on Machine Learning (ICML), 2021 

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Discriminator Augmented Model-Based Reinforcement Learning

Mar 30, 2021
Behzad Haghgoo, Allan Zhou, Archit Sharma, Chelsea Finn

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CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison

Jan 21, 2019
Jeremy Irvin, Pranav Rajpurkar, Michael Ko, Yifan Yu, Silviana Ciurea-Ilcus, Chris Chute, Henrik Marklund, Behzad Haghgoo, Robyn Ball, Katie Shpanskaya, Jayne Seekins, David A. Mong, Safwan S. Halabi, Jesse K. Sandberg, Ricky Jones, David B. Larson, Curtis P. Langlotz, Bhavik N. Patel, Matthew P. Lungren, Andrew Y. Ng

* Published in AAAI 2019 

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