pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization

Beitong Zhou, Jun Liu 0015, Weigao Sun, Ruijuan Chen, Claire Tomlin, Ye Yuan 0002. pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization. In Christian Bessiere, editor, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020 [scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic]. pages 3258-3266, ijcai.org, 2020. [doi]

Abstract

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