Mosci, Sofia

5 publications

JMLR 2013 Nonparametric Sparsity and Regularization Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri

NeurIPS 2010 A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco

AISTATS 2010 A Regularization Approach to Nonlinear Variable Selection Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa

ECML-PKDD 2010 Solving Structured Sparsity Regularization with Proximal Methods Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa

ICML 2007 Dimensionality Reduction and Generalization Sofia Mosci, Lorenzo Rosasco, Alessandro Verri