Sofia Mosci

According to our database, Sofia Mosci authored at least 9 papers between 2007 and 2014.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2014

Proximal methods for the latent group lasso penalty.

Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri

Comput. Optim. Appl., 2014

2013

Nonparametric sparsity and regularization.

Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri

J. Mach. Learn. Res., 2013

2010

A Regularization Approach to Nonlinear Variable Selection.

Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Solving Structured Sparsity Regularization with Proximal Methods.

Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups.

Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009

A Regularized Method for Selecting Nested Groups of Relevant Genes from Microarray Data.

Christine De Mol, Sofia Mosci, Magali Traskine, Alessandro Verri

J. Comput. Biol., 2009

Feature selection for high-dimensional data.

Augusto Destrero, Sofia Mosci, Christine De Mol, Alessandro Verri, Francesca Odone

Comput. Manag. Sci., 2009

2008

A method for robust variable selection with significance assessment.

Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Dimensionality reduction and generalization.

Sofia Mosci, Lorenzo Rosasco, Alessandro Verri

Proceedings of the Machine Learning, 2007