Convex and Network Flow Optimization for Structured Sparsity

Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski +1

We consider a class of learning problems regularized by a structured sparsity-inducing norm defined as the sum of l_2- or l_infinity-norms over groups of variables. Whereas much ef…