A single cut proximal bundle method for stochastic convex composite optimization

Jiaming Liang, Vincent Guigues, Renato D. C. Monteiro

This paper considers optimization problems where the objective is the sum of a function given by an expectation and a closed convex composite function, and proposes stochastic comp…