Sparsity with sign-coherent groups of variables via the cooperative-Lasso

Julien Chiquet, Yves Grandvalet, Camille Charbonnier

We consider the problems of estimation and selection of parameters endowed with a known group structure, when the groups are assumed to be sign-coherent, that is, gathering either…