A Proximal Approach for Sparse Multiclass SVM

G. Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet +1

Sparsity-inducing penalties are useful tools to design multiclass support vector machines (SVMs). In this paper, we propose a convex optimization approach for efficiently and exact…