SGD Generalizes Better Than GD (And Regularization Doesn't Help)

Idan Amir, Tomer Koren, Roi Livni. SGD Generalizes Better Than GD (And Regularization Doesn't Help). In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 63-92, PMLR, 2021. [doi]

Abstract

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