Model Consistency of Partly Smooth Regularizers

Samuel Vaiter, Gabriel Peyré, Jalal M. Fadili

This paper studies least-square regression penalized with partly smooth convex regularizers. This class of functions is very large and versatile allowing to promote solutions confo…