Proximal methods for the latent group lasso penalty

Silvia Villa, Lorenzo Rosasco, Sofia Mosci +1

We consider a regularized least squares problem, with regularization by structured sparsity-inducing norms, which extend the usual ${\ell }_1$ and the group lasso penalty, by allowing…