On the Convergence of (Stochastic) Gradient Descent with Extrapolation for Non-Convex Minimization

Yi Xu, Zhuoning Yuan, Sen Yang, Rong Jin, Tianbao Yang. On the Convergence of (Stochastic) Gradient Descent with Extrapolation for Non-Convex Minimization. In Sarit Kraus, editor, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019. pages 4003-4009, ijcai.org, 2019. [doi]

Abstract

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