On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum

Hongchang Gao, Junyi Li, Heng Huang. On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 7017-7035, PMLR, 2022. [doi]

Abstract

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