Epigraphical splitting for solving constrained convex formulations of inverse problems with proximal tools

Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet +1

We propose a proximal approach to deal with a class of convex variational problems involving nonlinear constraints. A large family of constraints, proven to be effective in the sol…