Incremental proximal gradient scheme with penalization for constrained composite convex optimization problems

Nimit Nimana, Narin Petrot

We consider the problem of minimizing a finite sum of convex functions subject to the set of minimizers of a convex differentiable function. In order to solve the problem, an algor…