Intersecting singularities for multi-structured estimation

Emile Richard, Francis R. Bach, Jean-Philippe Vert

Abstract: We address the problem of designing a convex nonsmooth regularizer encouraging multiple structural effects simultaneously. Focusing on the inference of sparse and low-rank matrices we suggest a new...