Estimate Sequences for Variance-Reduced Stochastic Composite Optimization

Andrei Kulunchakov, Julien Mairal

Abstract: In this paper, we propose a unified view of gradient-based algorithms for stochastic convex composite optimization by extending the concept of estimate sequence introduced by Nesterov. This point o...