arXiv AI By Hong T. M. Chu, Xiaoyu Dong, Subhro Ghosh, Chi Thanh Lam, Soumendu Sundar Mukherjee

Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing

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arXiv Machine Learning
Sep 10

The Dynamics of Generalization in Deep Learning

arXiv:2504.16450v4 Announce Type: replace Abstract: We derive a differential equation that governs the evolution of the generalization gap when a model is trained by gradient descent-based methods. T...

By Rubing Yang, Pratik Chaudhari