1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2013★ 1 cited
On Learnability, Complexity and Stability
Silvia Villa, Lorenzo Rosasco, Tomaso Poggio
We consider the fundamental question of learnability of a hypotheses class in the supervised learning setting and in the general learning setting introduced by Vladimir Vapnik. We…
math.OC2012
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 and the group lasso penalty, by allowing…