Faster Perturbed Stochastic Gradient Methods for Finding Local Minima

Zixiang Chen, Dongruo Zhou, Quanquan Gu. Faster Perturbed Stochastic Gradient Methods for Finding Local Minima. In Sanjoy Dasgupta, Nika Haghtalab, editors, International Conference on Algorithmic Learning Theory, 29-1 April 2022, Paris, France. Volume 167 of Proceedings of Machine Learning Research, pages 176-204, PMLR, 2022. [doi]

Abstract

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