563 citations · 891 across the 25 of their papers we have counts for
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cs.LG2022★ 2 cited
The Dynamics of Sharpness-Aware Minimization: Bouncing Across Ravines and Drifting Towards Wide Minima
Peter L. Bartlett, Philip M. Long, Olivier Bousquet
We consider Sharpness-Aware Minimization (SAM), a gradient-based optimization method for deep networks that has exhibited performance improvements on image and language prediction…
cs.LG2022★ 3 cited
Deep Linear Networks can Benignly Overfit when Shallow Ones Do
Niladri S. Chatterji, Philip M. Long
We bound the excess risk of interpolating deep linear networks trained using gradient flow. In a setting previously used to establish risk bounds for the minimum -norm inte…