Inexact Proximal Gradient Methods

Inexact Proximal-Gradient Methods with Support Identification

We consider the proximal-gradient method for minimizing an objective function that is the sum of a smooth function and a non-smooth convex function. A feature that distinguishes our work from most in the literature is that we assume that the …