The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent

Lei Wu, Weijie J. Su. The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent. 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 37656-37684, PMLR, 2023. [doi]

Abstract

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