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Philip M. Long

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Sharpness-Aware Minimization and the Edge of Stability

Sep 29, 2023
Philip M. Long, Peter L. Bartlett

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Prediction, Learning, Uniform Convergence, and Scale-sensitive Dimensions

Apr 24, 2023
Peter L. Bartlett, Philip M. Long

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The Dynamics of Sharpness-Aware Minimization: Bouncing Across Ravines and Drifting Towards Wide Minima

Oct 04, 2022
Peter L. Bartlett, Philip M. Long, Olivier Bousquet

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Deep Linear Networks can Benignly Overfit when Shallow Ones Do

Sep 19, 2022
Niladri S. Chatterji, Philip M. Long

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The perils of being unhinged: On the accuracy of classifiers minimizing a noise-robust convex loss

Dec 08, 2021
Philip M. Long, Rocco A. Servedio

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Foolish Crowds Support Benign Overfitting

Oct 08, 2021
Niladri S. Chatterji, Philip M. Long

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The Interplay Between Implicit Bias and Benign Overfitting in Two-Layer Linear Networks

Aug 25, 2021
Niladri S. Chatterji, Philip M. Long, Peter L. Bartlett

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Properties of the After Kernel

May 27, 2021
Philip M. Long

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