Sofia Mosci

11 papers A* 1A 1B 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2014 J jnl
Proximal methods for the latent group lasso penalty.
Comput. Optim. Appl.
Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri
2013 J jnl
Nonparametric sparsity and regularization.
J. Mach. Learn. Res.
Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
2012 J jnl
Nonparametric sparsity and regularization
CoRR
Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
2012 J jnl
Proximal methods for the latent group lasso penalty
CoRR
Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri
2010 — conf
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups.
NIPS
Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco
2010 A conf
A Regularization Approach to Nonlinear Variable Selection.
AISTATS
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa
2010 — conf
Solving Structured Sparsity Regularization with Proximal Methods.
ECML/PKDD (2)
Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa
2009 J jnl
A Regularized Method for Selecting Nested Groups of Relevant Genes from Microarray Data.
J. Comput. Biol.
Christine De Mol, Sofia Mosci, Magali Traskine, Alessandro Verri
2009 J jnl
Feature selection for high-dimensional data.
Comput. Manag. Sci.
Augusto Destrero, Sofia Mosci, Christine De Mol, Alessandro Verri, Francesca Odone
2008 B conf
A method for robust variable selection with significance assessment.
ESANN
Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri
2007 A* conf
Dimensionality reduction and generalization.
ICML
Sofia Mosci, Lorenzo Rosasco, Alessandro Verri