ProxSTORM -- A Stochastic Trust-Region Algorithm for Nonsmooth Optimization

Robert J. Baraldi, Aurya Javeed, Drew P. Kouri +1

We develop a stochastic trust-region algorithm for minimizing the sum of a Lipschitz-smooth but possibly nonconvex function and a convex but possibly nonsmooth function. Such a pro…