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20222026
most citedHigh-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation

11 citations · 12 across the 4 of their papers we have counts for

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cs.LG2025

Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel

Yilan Chen, Zhichao Wang, Wei Huang +3

Gradient-based optimization methods have shown remarkable empirical success, yet their theoretical generalization properties remain only partially understood. In this paper, we est…