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ORCIDAndrea Caponnetto
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2010 – 2019
- 2010
[j11]Steve Smale, Lorenzo Rosasco
, Jake V. Bouvrie, Andrea Caponnetto, Tomaso A. Poggio:
Mathematics of the Neural Response. Found. Comput. Math. 10(1): 67-91 (2010)
2000 – 2009
- 2009
- [j10]Andrea Caponnetto, Ernesto De Vito, Massimiliano Pontil:
Entropy conditions for L r -convergence of empirical processes. Adv. Comput. Math. 30(4): 355-373 (2009) - 2008
- [j9]Andrea Caponnetto, Charles A. Micchelli, Massimiliano Pontil, Yiming Ying:
Universal Multi-Task Kernels. J. Mach. Learn. Res. 9: 1615-1646 (2008) - 2007
- [j8]Andrea Caponnetto, Ernesto De Vito:
Optimal Rates for the Regularized Least-Squares Algorithm. Found. Comput. Math. 7(3): 331-368 (2007) - [j7]Andrea Caponnetto, Steve Smale:
Risk Bounds for Random Regression Graphs. Found. Comput. Math. 7(4): 495-528 (2007) - 2006
- [j6]Andrea Caponnetto, Alexander Rakhlin:
Stability Properties of Empirical Risk Minimization over Donsker Classes. J. Mach. Learn. Res. 7: 2565-2583 (2006) - [c3]Alexander Rakhlin, Andrea Caponnetto:
Stability of $K$-Means Clustering. NIPS 2006: 1121-1128 - 2005
- [j5]Ernesto De Vito, Andrea Caponnetto, Lorenzo Rosasco:
Model Selection for Regularized Least-Squares Algorithm in Learning Theory. Found. Comput. Math. 5(1): 59-85 (2005) - [j4]Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Umberto De Giovannini, Francesca Odone:
Learning from Examples as an Inverse Problem. J. Mach. Learn. Res. 6: 883-904 (2005) - [c2]Andrea Caponnetto, Lorenzo Rosasco, Francesca Odone, Alessandro Verri:
Support vector algorithms as regularization networks. ESANN 2005: 595-600 - 2004
- [j3]Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri:
Some Properties of Regularized Kernel Methods. J. Mach. Learn. Res. 5: 1363-1390 (2004) - [j2]Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri:
Are Loss Functions All the Same?. Neural Comput. 16(5): 1063-107 (2004) - [c1]Lorenzo Rosasco, Andrea Caponnetto, Ernesto De Vito, Francesca Odone, Umberto De Giovannini:
Learning, Regularization and Ill-Posed Inverse Problems. NIPS 2004: 1145-1152 - 2002
- [j1]Dino Bindi, Andrea Caponnetto:
Analysis of the compatibility conditions for the radon projections, with an application to seismology. Int. J. Imaging Syst. Technol. 12(3): 112-116 (2002)
Coauthor Index
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