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All publications by Silvia Villa
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Learning with Incremental Iterative Regularization
Lorenzo Rosasco and Silvia Villa
Advances in Neural Information Processing Systems 28, 2015


A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups
Sofia Mosci, Silvia Villa, Alessandro Verri and Lorenzo Rosasco
Advances in Neural Information Processing Systems 23, 2010


A Regularization Approach to Nonlinear Variable Selection
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Alessandro Verri and Silvia Villa
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010