Adaptive smoothing mini-batch stochastic accelerated gradient method for nonsmooth convex stochastic composite optimization

Ruyu Wang, Chao Zhang

This paper considers a class of convex constrained nonsmooth convex stochastic composite optimization problems whose objective function is given by the summation of a differentiabl…