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Sofia Mosci
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2010 – 2019
- 2014
- [j4]Silvia Villa
, Lorenzo Rosasco
Proximal methods for the latent group lasso penalty. Comput. Optim. Appl. 58(2): 381-407 (2014) - 2013
- [j3]Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri:
Nonparametric sparsity and regularization. J. Mach. Learn. Res. 14(1): 1665-1714 (2013) - 2012
- [i2]Lorenzo Rosasco, Silvia Villa, Sofia Mosci, Matteo Santoro, Alessandro Verri:
Nonparametric sparsity and regularization. CoRR abs/1208.2572 (2012) - [i1]Silvia Villa, Lorenzo Rosasco, Sofia Mosci, Alessandro Verri:
Proximal methods for the latent group lasso penalty. CoRR abs/1209.0368 (2012) - 2010
- [c5]Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco:
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups. NIPS 2010: 2604-2612 - [c4]Sofia Mosci, Lorenzo Rosasco
Solving Structured Sparsity Regularization with Proximal Methods. ECML/PKDD (2) 2010: 418-433 - [c3]Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri, Silvia Villa:
A Regularization Approach to Nonlinear Variable Selection. AISTATS 2010: 653-660
2000 – 2009
- 2009
- [j2]Augusto Destrero, Sofia Mosci, Christine De Mol, Alessandro Verri, Francesca Odone:
Feature selection for high-dimensional data. Comput. Manag. Sci. 6(1): 25-40 (2009) - [j1]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): 677-690 (2009) - 2008
- [c2]Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri:
A method for robust variable selection with significance assessment. ESANN 2008: 83-88 - 2007
- [c1]Sofia Mosci, Lorenzo Rosasco
Dimensionality reduction and generalization. ICML 2007: 657-664
Coauthor Index
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