Projected proximal gradient trust-region algorithm for nonsmooth optimization

Minh N. Dao, Hung M. Phan, Lindon Roberts

We consider trust-region methods for solving optimization problems where the objective is the sum of a smooth, nonconvex function and a nonsmooth, convex regularizer. We extend the…