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Jacob Steinhardt

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Identifying Statistical Bias in Dataset Replication

May 19, 2020
Logan Engstrom, Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Jacob Steinhardt, Aleksander Madry

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Rethinking Bias-Variance Trade-off for Generalization of Neural Networks

Mar 21, 2020
Zitong Yang, Yaodong Yu, Chong You, Jacob Steinhardt, Yi Ma

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When does the Tukey median work?

Jan 21, 2020
Banghua Zhu, Jiantao Jiao, Jacob Steinhardt

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A Benchmark for Anomaly Segmentation

Nov 25, 2019
Dan Hendrycks, Steven Basart, Mantas Mazeika, Mohammadreza Mostajabi, Jacob Steinhardt, Dawn Song

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Generalized Resilience and Robust Statistics

Sep 19, 2019
Banghua Zhu, Jiantao Jiao, Jacob Steinhardt

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Testing Robustness Against Unforeseen Adversaries

Aug 21, 2019
Daniel Kang, Yi Sun, Dan Hendrycks, Tom Brown, Jacob Steinhardt

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Natural Adversarial Examples

Jul 18, 2019
Dan Hendrycks, Kevin Zhao, Steven Basart, Jacob Steinhardt, Dawn Song

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Transfer of Adversarial Robustness Between Perturbation Types

May 03, 2019
Daniel Kang, Yi Sun, Tom Brown, Dan Hendrycks, Jacob Steinhardt

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