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Jacob Steinhardt

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The Effect of Model Size on Worst-Group Generalization

Dec 08, 2021
Alan Pham, Eunice Chan, Vikranth Srivatsa, Dhruba Ghosh, Yaoqing Yang, Yaodong Yu, Ruiqi Zhong, Joseph E. Gonzalez, Jacob Steinhardt

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What Would Jiminy Cricket Do? Towards Agents That Behave Morally

Oct 25, 2021
Dan Hendrycks, Mantas Mazeika, Andy Zou, Sahil Patel, Christine Zhu, Jesus Navarro, Dawn Song, Bo Li, Jacob Steinhardt

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Unsolved Problems in ML Safety

Sep 28, 2021
Dan Hendrycks, Nicholas Carlini, John Schulman, Jacob Steinhardt

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Learning Equilibria in Matching Markets from Bandit Feedback

Aug 19, 2021
Meena Jagadeesan, Alexander Wei, Yixin Wang, Michael I. Jordan, Jacob Steinhardt

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Grounding Representation Similarity with Statistical Testing

Aug 03, 2021
Frances Ding, Jean-Stanislas Denain, Jacob Steinhardt

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Measuring Coding Challenge Competence With APPS

May 27, 2021
Dan Hendrycks, Steven Basart, Saurav Kadavath, Mantas Mazeika, Akul Arora, Ethan Guo, Collin Burns, Samir Puranik, Horace He, Dawn Song, Jacob Steinhardt

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Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level

May 13, 2021
Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt

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Agnostic learning with unknown utilities

Apr 17, 2021
Kush Bhatia, Peter L. Bartlett, Anca D. Dragan, Jacob Steinhardt

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Understanding Generalization in Adversarial Training via the Bias-Variance Decomposition

Mar 17, 2021
Yaodong Yu, Zitong Yang, Edgar Dobriban, Jacob Steinhardt, Yi Ma

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