Search results for "Ernesto De Vito"

Found 14 publication records. Showing 14 according to the selection in the facets

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Ernesto De Vito, Veronica Umanità, Silvia Villa	A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization.	J. Complexity	2011	DBLP DOI BibTeX RDF
1	Ernesto De Vito, S. Pereverzyev, Lorenzo Rosasco	Adaptive Kernel Methods Using the Balancing Principle.	Foundations of Computational Mathematics	2010	DBLP DOI BibTeX RDF
1	Lorenzo Rosasco, Mikhail Belkin, Ernesto De Vito	On Learning with Integral Operators.	Journal of Machine Learning Research	2010	DBLP DOI BibTeX RDF
1	Ernesto De Vito, Lorenzo Rosasco, Alessandro Toigo	Spectral Regularization for Support Estimation.	NIPS	2010	DBLP BibTeX RDF
1	Christine De Mol, Ernesto De Vito, Lorenzo Rosasco	Elastic-net regularization in learning theory.	J. Complexity	2009	DBLP DOI BibTeX RDF
1	Andrea Caponnetto, Ernesto De Vito, Massimiliano Pontil	Entropy conditions for L r -convergence of empirical processes.	Adv. Comput. Math.	2009	DBLP DOI BibTeX RDF	Mathematics Subject Classifications (2000) Primary 60G15, 60G51
1	Lorenzo Rosasco, Mikhail Belkin, Ernesto De Vito	A Note on Learning with Integral Operators.	COLT	2009	DBLP BibTeX RDF
1	L. Lo Gerfo, Lorenzo Rosasco, Francesca Odone, Ernesto De Vito, Alessandro Verri	Spectral Algorithms for Supervised Learning.	Neural Computation	2008	DBLP DOI BibTeX RDF
1	Andrea Caponnetto, Ernesto De Vito	Optimal Rates for the Regularized Least-Squares Algorithm.	Foundations of Computational Mathematics	2007	DBLP DOI BibTeX RDF
1	Ernesto De Vito, Andrea Caponnetto, Lorenzo Rosasco	Model Selection for Regularized Least-Squares Algorithm in Learning Theory.	Foundations of Computational Mathematics	2005	DBLP DOI BibTeX RDF	Optimal choice of parameters, Regularized least-squares algorithm, Model selection
1	Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Umberto De Giovannini, Francesca Odone	Learning from Examples as an Inverse Problem.	Journal of Machine Learning Research	2005	DBLP BibTeX RDF
1	Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri	Some Properties of Regularized Kernel Methods	Journal of Machine Learning Research	2004	DBLP BibTeX RDF
1	Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri	Are Loss Functions All the Same?.	Neural Computation	2004	DBLP DOI BibTeX RDF
1	Lorenzo Rosasco, Andrea Caponnetto, Ernesto De Vito, Francesca Odone, Umberto De Giovannini	Learning, Regularization and Ill-Posed Inverse Problems.	NIPS	2004	DBLP BibTeX RDF

Publications of "Ernesto De Vito" ( http://dblp.L3S.de/Authors/Ernesto_De_Vito )