Caponnetto, Andrea

7 publications

JMLR 2008 Universal Multi-Task Kernels Andrea Caponnetto, Charles A. Micchelli, Massimiliano Pontil, Yiming Ying

JMLR 2006 Stability Properties of Empirical Risk Minimization over Donsker Classes Andrea Caponnetto, Alexander Rakhlin

NeurIPS 2006 Stability of $k$-Means Clustering Alexander Rakhlin, Andrea Caponnetto

JMLR 2005 Learning from Examples as an Inverse Problem Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Umberto De Giovannini, Francesca Odone

NeCo 2004 Are Loss Functions All the Same? Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri

NeurIPS 2004 Learning, Regularization and Ill-Posed Inverse Problems Lorenzo Rosasco, Andrea Caponnetto, Ernesto D. Vito, Francesca Odone, Umberto D. Giovannini

JMLR 2004 Some Properties of Regularized Kernel Methods Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri