Ernesto De Vito - Concepedia

Author

Ernesto De Vito

Also Known As

De Vito E., De Vito, E., De Vito, Ernesto, E De Vito, E. DE VITO, E. De Vito, ERNESTO DE VITO, Ernesto De Vito, Ernesto de Vito, Ernsesto De Vito

129

Publications

Citations

H-Index

Concepts

All Affiliations

University of Genoa Istituto Nazionale di Fisica Nucleare, Sezione di Genova University of Modena and Reggio Emilia Massachusetts Institute of Technology University of Turku

About

Ernesto De Vito is an author at University of Genoa specializing in engineering, functional analysis, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	16	2K
2	Health Sciences	1	1	14
3	Language Studies	1	1	31
4	Natural Sciences	1	1	51
5	Public Health	1	1	95

Ernesto De Vito

Publications

2.5K

Citations

H-Index

Page 1

	Year	Citations
Optimal Rates for the Regularized Least-Squares Algorithm Andrea Caponnetto, Ernesto De Vito Foundations of Computational Mathematics Mathematical ProgrammingNumerical AnalysisEngineeringRegularization (Mathematics)Large Scale Optimization	2006	566
Are Loss Functions All the Same? Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Neural Computation Classification MethodDifferent Loss FunctionsConvex Loss FunctionMachine LearningData Science	2004	502
VECTOR VALUED REPRODUCING KERNEL HILBERT SPACES OF INTEGRABLE FUNCTIONS AND MERCER THEOREM Claudio Carmeli, Ernesto De Vito, Alessandro Toigo Analysis and Applications Spectral TheoryLinear OperatorEngineeringResolvent KernelReproducing Kernel	2006	206
Learning from Examples as an Inverse Problem Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Journal of Machine Learning Research Artificial IntelligenceMathematical ProgrammingInverse ProblemEngineeringMachine Learning	2005	200
Model Selection for Regularized Least-Squares Algorithm in Learning Theory Ernesto De Vito, Andrea Caponnetto, Lorenzo Rosasco Foundations of Computational Mathematics Computational Learning TheoryMachine LearningInverse ProblemsStatistical Learning TheoryRegularization (Mathematics)	2004	166
On Learning with Integral Operators Lorenzo Rosasco, Mikhail A. Belkin, Ernesto De Vito Journal of Machine Learning Research Spectral TheoryGraph SparsityEngineeringMachine LearningHilbert Spaces	2010	166
VECTOR VALUED REPRODUCING KERNEL HILBERT SPACES AND UNIVERSALITY Claudio Carmeli, Ernesto De Vito, Alessandro Toigo, Analysis and Applications Linear OperatorTranslation Invariant KernelsRepresentation TheoryKernel Hilbert SpacesReproducing Kernel Method	2010	133
Some Properties of Regularized Kernel Methods Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Journal of Machine Learning Research Mathematical ProgrammingPenalty TermSupport Vector MachineEngineeringMachine Learning	2004	95
Adaptive Kernel Methods Using the Balancing Principle Ernesto De Vito, Sergei V. Pereverzyev, Lorenzo Rosasco Foundations of Computational Mathematics EngineeringMachine LearningBalancing PrinciplePattern RecognitionReproducing Kernel Method	2010	55
Edges and Corners With Shearlets Miguel A. Duval-Poo, Francesca Odone, Ernesto De Vito IEEE Transactions on Image Processing EngineeringFeature DetectionGeometryBiometricsSubdivision Surface	2015	51

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