Beyond Support in Two-Stage Variable Selection

Jean-Michel Bécu, Yves Grandvalet, Christophe Ambroise +1

Numerous variable selection methods rely on a two-stage procedure, where a sparsity-inducing penalty is used in the first stage to predict the support, which is then conveyed to th…