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Andrea Caponnetto:
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- Andrea Caponnetto, Lorenzo Rosasco, Francesca Odone, Alessandro Verri
Support vector algorithms as regularization networks. [Citation Graph (0, 0)][DBLP] ESANN, 2005, pp:595-600 [Conf]
- Lorenzo Rosasco, Andrea Caponnetto, Ernesto De Vito, Francesca Odone, Umberto De Giovannini
Learning, Regularization and Ill-Posed Inverse Problems. [Citation Graph (0, 0)][DBLP] NIPS, 2004, pp:- [Conf]
- Ernesto De Vito, Andrea Caponnetto, Lorenzo Rosasco
Model Selection for Regularized Least-Squares Algorithm in Learning Theory. [Citation Graph (0, 0)][DBLP] Foundations of Computational Mathematics, 2005, v:5, n:1, pp:59-85 [Journal]
- Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri
Some Properties of Regularized Kernel Methods [Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2004, v:5, n:, pp:1363-1390 [Journal]
- Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Umberto De Giovannini, Francesca Odone
Learning from Examples as an Inverse Problem. [Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2005, v:6, n:, pp:883-904 [Journal]
- Andrea Caponnetto, Alexander Rakhlin
Stability Properties of Empirical Risk Minimization over Donsker Classes. [Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2006, v:6, n:, pp:2565-2583 [Journal]
- Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri
Are Loss Functions All the Same?. [Citation Graph (0, 0)][DBLP] Neural Computation, 2004, v:16, n:5, pp:1063-107 [Journal]
- Alexander Rakhlin, Andrea Caponnetto
Stability of $K$-Means Clustering. [Citation Graph (0, 0)][DBLP] NIPS, 2006, pp:1121-1128 [Conf]
- Andrea Caponnetto, Ernesto De Vito
Optimal Rates for the Regularized Least-Squares Algorithm. [Citation Graph (0, 0)][DBLP] Foundations of Computational Mathematics, 2007, v:7, n:3, pp:331-368 [Journal]
Entropy conditions for L r -convergence of empirical processes. [Citation Graph (, )][DBLP]
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