Convergence Rates of a Momentum Algorithm with Bounded Adaptive Step Size for Nonconvex Optimization

Anas Barakat, Pascal Bianchi. Convergence Rates of a Momentum Algorithm with Bounded Adaptive Step Size for Nonconvex Optimization. In Sinno Jialin Pan, Masashi Sugiyama, editors, Proceedings of The 12th Asian Conference on Machine Learning, ACML 2012, 18-20 November 2020, Bangkok, Thailand. Volume 129 of Proceedings of Machine Learning Research, pages 225-240, PMLR, 2020. [doi]

Abstract

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