Andrea Caponnetto

14 papers B 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2010 J jnl
Mathematics of the Neural Response.
Found. Comput. Math.
Steve Smale, Lorenzo Rosasco, Jake V. Bouvrie, Andrea Caponnetto, Tomaso A. Poggio
2009 J jnl
Entropy conditions for
Adv. Comput. Math.
Andrea Caponnetto, Ernesto De Vito, Massimiliano Pontil
2008 J jnl
Universal Multi-Task Kernels.
J. Mach. Learn. Res.
Andrea Caponnetto, Charles A. Micchelli, Massimiliano Pontil, Yiming Ying
2007 J jnl
Optimal Rates for the Regularized Least-Squares Algorithm.
Found. Comput. Math.
Andrea Caponnetto, Ernesto De Vito
2007 J jnl
Risk Bounds for Random Regression Graphs.
Found. Comput. Math.
Andrea Caponnetto, Steve Smale
2006 J jnl
Stability Properties of Empirical Risk Minimization over Donsker Classes.
J. Mach. Learn. Res.
Andrea Caponnetto, Alexander Rakhlin
2006 — conf
Stability of $K$-Means Clustering.
NIPS
Alexander Rakhlin, Andrea Caponnetto
2005 J jnl
Learning from Examples as an Inverse Problem.
J. Mach. Learn. Res.
Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Umberto De Giovannini, Francesca Odone
2005 J jnl
Model Selection for Regularized Least-Squares Algorithm in Learning Theory.
Found. Comput. Math.
Ernesto De Vito, Andrea Caponnetto, Lorenzo Rosasco
2005 B conf
Support vector algorithms as regularization networks.
ESANN
Andrea Caponnetto, Lorenzo Rosasco, Francesca Odone, Alessandro Verri
2004 J jnl
Are Loss Functions All the Same?.
Neural Comput.
Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri
2004 — conf
Learning, Regularization and Ill-Posed Inverse Problems.
NIPS
Lorenzo Rosasco, Andrea Caponnetto, Ernesto De Vito, Francesca Odone, Umberto De Giovannini
2004 J jnl
Some Properties of Regularized Kernel Methods
J. Mach. Learn. Res.
Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri
2002 J jnl
Analysis of the compatibility conditions for the radon projections, with an application to seismology.
Int. J. Imaging Syst. Technol.
Dino Bindi, Andrea Caponnetto