cs.LG, stat.ML

Generalization Below the Edge of Stability: The Role of Data Geometry

arXiv:2510.18120v3 Announce Type: replace
Abstract: Understanding generalization in overparameterized neural networks hinges on the interplay between the data geometry, neural architecture, and training dynamics. In this paper, we theoretically explor…