Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning

Antonio Sclocchi, Mario Geiger, Matthieu Wyart. Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 30381-30405, PMLR, 2023. [doi]

Abstract

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