Analysis of the compatibility conditions for the radon projections, with an application to seismology. - Dino Bindi; Andrea Caponnetto (Int. J. Imaging Syst. Technol., 2002)

Learning, Regularization and Ill-Posed Inverse Problems. - Lorenzo Rosasco; Andrea Caponnetto; Ernesto De Vito; Francesca Odone; Umberto De Giovannini (NIPS, 2004)

Some Properties of Regularized Kernel Methods - Ernesto De Vito; Lorenzo Rosasco; Andrea Caponnetto; Michele Piana; Alessandro Verri (J. Mach. Learn. Res., 2004)

Are Loss Functions All the Same?. - Lorenzo Rosasco; Ernesto De Vito; Andrea Caponnetto; Michele Piana; Alessandro Verri (Neural Comput., 2004)

Support vector algorithms as regularization networks. - Andrea Caponnetto; Lorenzo Rosasco; Francesca Odone; Alessandro Verri (ESANN, 2005)

Model Selection for Regularized Least-Squares Algorithm in Learning Theory. - Ernesto De Vito; Andrea Caponnetto; Lorenzo Rosasco (Found. Comput. Math., 2005)

Learning from Examples as an Inverse Problem. - Ernesto De Vito; Lorenzo Rosasco; Andrea Caponnetto; Umberto De Giovannini; Francesca Odone (J. Mach. Learn. Res., 2005)

Stability of $K$-Means Clustering. - Alexander Rakhlin; Andrea Caponnetto (NIPS, 2006)

Stability Properties of Empirical Risk Minimization over Donsker Classes. - Andrea Caponnetto; Alexander Rakhlin (J. Mach. Learn. Res., 2006)

Risk Bounds for Random Regression Graphs. - Andrea Caponnetto; Steve Smale (Found. Comput. Math., 2007)

Optimal Rates for the Regularized Least-Squares Algorithm. - Andrea Caponnetto; Ernesto De Vito (Found. Comput. Math., 2007)

Universal Multi-Task Kernels. - Andrea Caponnetto; Charles A. Micchelli; Massimiliano Pontil; Yiming Ying (J. Mach. Learn. Res., 2008)

Entropy conditions for L r -convergence of empirical processes. - Andrea Caponnetto; Ernesto De Vito; Massimiliano Pontil (Adv. Comput. Math., 2009)

Mathematics of the Neural Response. - Steve Smale; Lorenzo Rosasco; Jake V. Bouvrie; Andrea Caponnetto; Tomaso A. Poggio (Found. Comput. Math., 2010)