Lorenzo Rosasco

Personal Information:

Position:	Faculty
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Most Recent Publications:
Multi-Output Learning via Spectral Filtering, Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri, 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 Identification of multiple hypoxia signatures in neuroblastoma cell lines by l1-l2 regularization and data reduction, Fardin, Paolo, Cornero, Andrea, Annalisa Barla, Sofia Mosci, Acquaviva, Massimo, Lorenzo Rosasco, Gambini, Claudio, Alessandro Verri, Varesio, Luigi, Journal of Biomedicine and Biotechnology, 2010 A biology-driven approach identiﬁes the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients., Fardin, Paolo, Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri, Versteeg, R, Caron, HN, Molenaar, JJ, Ora, I, Eva, A, Puppo, M, Varesio, L, Molecular Cancer, 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 [View All]

Projects:
Sparsity based regularization and variable selection Regularized kernel methods Manifold learning by spectral methods


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