SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation

Robert M. Gower, Othmane Sebbouh, Nicolas Loizou. SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 1315-1323, PMLR, 2021. [doi]

Abstract

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