Generalized Polyak Step Size for First Order Optimization with Momentum

Xiaoyu Wang, Mikael Johansson 0001, Tong Zhang. Generalized Polyak Step Size for First Order Optimization with Momentum. 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 35836-35863, PMLR, 2023. [doi]

Abstract

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