Stochastic smoothing accelerated gradient method for general constrained nonsmooth convex composite optimization

Ruyu Wang, Chao Zhang

We propose a novel stochastic smoothing accelerated gradient (SSAG) method for general constrained nonsmooth convex composite optimization, and analyze the convergence rates. The S…