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All publications by Ernesto D. Vito
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Spectral Regularization for Support Estimation
Ernesto D. Vito, Lorenzo Rosasco and Alessandro Toigo
Advances in Neural Information Processing Systems 23, 2010


Learning from Examples as an Inverse Problem
Ernesto D. Vito, Lorenzo Rosasco, Andrea Caponnetto, Umberto D. Giovannini and Francesca Odone
Journal of Machine Learning Research, 2005


Some Properties of Regularized Kernel Methods
Ernesto D. Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana and Alessandro Verri
Journal of Machine Learning Research, 2004


Learning, Regularization and Ill-Posed Inverse Problems
Lorenzo Rosasco, Andrea Caponnetto, Ernesto D. Vito, Francesca Odone and Umberto D. Giovannini
Advances in Neural Information Processing Systems 17, 2004