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 | 2010 | |
|---|---|---|
| j11 |      | Steve Smale, Lorenzo Rosasco, Jake V. Bouvrie, Andrea Caponnetto, Tomaso Poggio: Mathematics of the Neural Response. Foundations of Computational Mathematics 10(1): 67-91 (2010) |
| 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. Journal of Machine Learning Research 9: 1615-1646 (2008) |
| 2007 | ||
| j8 | | Andrea Caponnetto, Ernesto De Vito: Optimal Rates for the Regularized Least-Squares Algorithm. Foundations of Computational Mathematics 7(3): 331-368 (2007) |
| j7 | | Andrea Caponnetto, Steve Smale: Risk Bounds for Random Regression Graphs. Foundations of Computational Mathematics 7(4): 495-528 (2007) |
| 2006 | ||
| j6 | | Andrea Caponnetto, Alexander Rakhlin: Stability Properties of Empirical Risk Minimization over Donsker Classes. Journal of Machine Learning Research 6: 2565-2583 (2006) |
| c3 | | |
| 2005 | ||
| j5 | | Ernesto De Vito, Andrea Caponnetto, Lorenzo Rosasco: Model Selection for Regularized Least-Squares Algorithm in Learning Theory. Foundations of Computational Mathematics 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. Journal of Machine Learning Research 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. Journal of Machine Learning Research 5: 1363-1390 (2004) |
| j2 | | Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri: Are Loss Functions All the Same?. Neural Computation 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 |
| 2002 | ||
| j1 | | Dino Bindi, Andrea Caponnetto: Analysis of the compatibility conditions for the radon projections, with an application to seismology. Int. J. Imaging Systems and Technology 12(3): 112-116 (2002) |
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