A Semismooth Newton Stochastic Proximal Point Algorithm with Variance Reduction

Andre Milzarek, Fabian Schaipp, Michael Ulbrich

We develop an implementable stochastic proximal point (SPP) method for a class of weakly convex, composite optimization problems. The proposed stochastic proximal point algorithm i…