Stochastic proximal quasi-Newton methods for non-convex composite optimization

Xiaoyu Wang, Xiao Wang, Ya-Xiang Yuan

Abstract: In this paper, we propose a generic algorithmic framework for stochastic proximal quasi-Newton (SPQN) methods to solve non-convex composite optimization problems. Stochastic second-order informatio...