Concepedia

Ernesto De Vito

ED

27

Publications

2.5K

Citations

18

H-Index

1997

Active since

Affiliations

University of Genoa(Current)

Istituto Nazionale di Fisica Nucleare, Sezione di Genova

University of Modena and Reggio Emilia

Massachusetts Institute of Technology

University of Turku

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

Top concepts

EngineeringFunctional AnalysisMachine LearningInverse ProblemsPattern RecognitionComputer ScienceApproximation TheoryData ScienceSpectral TheoryRepresentation Theory

Publications per year

1997–2022

27

Publications

27

Optimal Rates for the Regularized Least-Squares Algorithm

Andrea Caponnetto, Ernesto De Vito · Foundations of Computational Mathematics · 2006 · 566 citations · Full text

Mathematical Programming, Numerical Analysis, Engineering +7

Are Loss Functions All the Same?

Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto et al. · Neural Computation · 2004 · 502 citations · Full text

Classification Method, Different Loss Functions, Convex Loss Function +13

VECTOR VALUED REPRODUCING KERNEL HILBERT SPACES OF INTEGRABLE FUNCTIONS AND MERCER THEOREM

Claudio Carmeli, Ernesto De Vito, Alessandro Toigo · Analysis and Applications · 2006 · 206 citations · Full text

Spectral Theory, Linear Operator, Engineering +8

Learning from Examples as an Inverse Problem

Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto et al. · Journal of Machine Learning Research · 2005 · 200 citations

Artificial Intelligence, Mathematical Programming, Inverse Problem +15

Model Selection for Regularized Least-Squares Algorithm in Learning Theory

Ernesto De Vito, Andrea Caponnetto, Lorenzo Rosasco · Foundations of Computational Mathematics · 2004 · 166 citations · Full text

Computational Learning Theory, Machine Learning, Inverse Problems +2

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