Two-stage stochastic algorithm for solving large-scale (non)-convex separable optimization problems under affine constraints

Benjamin Dubois-Taine, Laurent Pfeiffer, Nadia Oudjane +2

We consider nonsmooth optimization problems under affine constraints, where the objective consists of the average of the component functions of a large number $N$ of agents, and we…