Silvia Villa
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Not specified |
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| Research Area: |
Learning Theory and Algorithms
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Most Recent Publications: |
- Inexact and Accelerated Proximal Point Algorithms, Saverio Salzo, Silvia Villa, Journal of Convex Analysis, 2012
- Convergence analysis of a proximal Gauss-Newton method, Saverio Salzo, Silvia Villa, Computational Optimization and Applications, 2012
- Convergence rates of nested accelerated inexact proximal methods, Silvia Villa, Saverio Salzo, Baldassarre, Luca, Alessandro Verri, 5th NIPS Workshop on Optimization for Machine Learning, 2012
- Regularization Approach to Nonlinear Variable Selection, Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Silvia Villa, Alessandro Verri, Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS2010), 2010
- Solving Structured Sparsity Regularization with Proximal Methods, Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa, Proceedings of European Conference on Machine Learning, 2010
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