Sofia Mosci

Publication Activity (10 Years)

Years Active: 2007-2014
Publications (10 Years): 0

Top Topics

Sparsity Inducing

Bayesian Modeling

Convex Loss Functions

Top Venues

J. Mach. Learn. Res.

Comput. Optim. Appl.

Publications

Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri
Proximal methods for the latent group lasso penalty. Comput. Optim. Appl. 58 (2) (2014)
Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
Nonparametric sparsity and regularization. J. Mach. Learn. Res. 14 (1) (2013)
Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri
Proximal methods for the latent group lasso penalty CoRR (2012)
Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri
Nonparametric sparsity and regularization CoRR (2012)
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa
A Regularization Approach to Nonlinear Variable Selection. AISTATS (2010)
Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups. NIPS (2010)
Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa
Solving Structured Sparsity Regularization with Proximal Methods. ECML/PKDD (2) (2010)
Augusto Destrero, Sofia Mosci, Christine De Mol, Alessandro Verri, Francesca Odone
Feature selection for high-dimensional data. Comput. Manag. Sci. 6 (1) (2009)
Christine De Mol, Sofia Mosci, Magali Traskine, Alessandro Verri
A Regularized Method for Selecting Nested Groups of Relevant Genes from Microarray Data. J. Comput. Biol. 16 (5) (2009)
Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri
A method for robust variable selection with significance assessment. ESANN (2008)
Sofia Mosci, Lorenzo Rosasco, Alessandro Verri
Dimensionality reduction and generalization. ICML (2007)