Andrea Caponnetto

	2010
13		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
12		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
11		Andrea Caponnetto, Charles A. Micchelli, Massimiliano Pontil, Yiming Ying: Universal Multi-Task Kernels. Journal of Machine Learning Research 9: 1615-1646 (2008)
	2007
10		Andrea Caponnetto, Ernesto De Vito: Optimal Rates for the Regularized Least-Squares Algorithm. Foundations of Computational Mathematics 7(3): 331-368 (2007)
9		Andrea Caponnetto, Steve Smale: Risk Bounds for Random Regression Graphs. Foundations of Computational Mathematics 7(4): 495-528 (2007)
	2006
8		Alexander Rakhlin, Andrea Caponnetto: Stability of $K$-Means Clustering. NIPS 2006: 1121-1128
7		Andrea Caponnetto, Alexander Rakhlin: Stability Properties of Empirical Risk Minimization over Donsker Classes. Journal of Machine Learning Research 6: 2565-2583 (2006)
	2005
6		Andrea Caponnetto, Lorenzo Rosasco, Francesca Odone, Alessandro Verri: Support vector algorithms as regularization networks. ESANN 2005: 595-600
5		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)
4		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)
	2004
3		Lorenzo Rosasco, Andrea Caponnetto, Ernesto De Vito, Francesca Odone, Umberto De Giovannini: Learning, Regularization and Ill-Posed Inverse Problems. NIPS 2004
2		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)
1		Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri: Are Loss Functions All the Same?. Neural Computation 16(5): 1063-107 (2004)

Coauthor Index

1	Jake V. Bouvrie	[13]
2	Umberto De Giovannini	[3] [4]
3	Charles A. Micchelli	[11]
4	Francesca Odone	[3] [4] [6]
5	Michele Piana	[1] [2]
6	Tomaso Poggio	[13]
7	Massimiliano Pontil	[11] [12]
8	Alexander Rakhlin	[7] [8]
9	Lorenzo Rosasco	[1] [2] [3] [4] [5] [6] [13]
10	Steve Smale	[9] [13]
11	Alessandro Verri	[1] [2] [6]
12	Ernesto De Vito	[1] [2] [3] [4] [5] [10] [12]
13	Yiming Ying	[11]

Colors in the list of coauthors

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