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Ernesto De Vito
Ernesto De Vito
MaLGa Machine Learning Genoa Center - Universitą di Genova
Verified email at unige.it - Homepage
Title
Cited by
Cited by
Year
Optimal rates for the regularized least-squares algorithm
A Caponnetto, E De Vito
Foundations of Computational Mathematics 7, 331-368, 2007
10012007
Are loss functions all the same?
L Rosasco, E De Vito, A Caponnetto, M Piana, A Verri
Neural computation 16 (5), 1063-1076, 2004
7212004
Elastic-net regularization in learning theory
C De Mol, E De Vito, L Rosasco
Journal of Complexity 25 (2), 201-230, 2009
3812009
Vector valued reproducing kernel Hilbert spaces of integrable functions and Mercer theorem
C Carmeli, E De Vito, A Toigo
Analysis and Applications 4 (04), 377-408, 2006
321*2006
Learning from Examples as an Inverse Problem.
E De Vito, L Rosasco, A Caponnetto, U De Giovannini, F Odone, P Bartlett
Journal of Machine Learning Research 6 (5), 2005
3142005
On Learning with Integral Operators.
L Rosasco, M Belkin, E De Vito
Journal of Machine Learning Research 11 (2), 2010
3072010
Vector valued reproducing kernel Hilbert spaces and universality
C Carmeli, E De Vito, A Toigo, V Umanitį
Analysis and Applications 8 (01), 19-61, 2010
2432010
Model selection for regularized least-squares algorithm in learning theory
E De Vito, A Caponnetto, L Rosasco
Foundations of Computational Mathematics 5, 59-85, 2005
2162005
Spectral algorithms for supervised learning
LL Gerfo, L Rosasco, F Odone, ED Vito, A Verri
Neural Computation 20 (7), 1873-1897, 2008
1782008
Some properties of regularized kernel methods
ED Vito, L Rosasco, A Caponnetto, M Piana, A Verri
Journal of Machine Learning Research 5 (Oct), 1363-1390, 2004
1212004
Adaptive kernel methods using the balancing principle
E De Vito, S Pereverzyev, L Rosasco
Foundations of Computational Mathematics 10, 455-479, 2010
792010
Symmetry groups in quantum mechanics and the theorem of Wigner on the symmetry transformations
G Cassinelli, E De Vito, PJ Lahti, A Levrero
Reviews in Mathematical Physics 9 (08), 921-941, 1997
711997
Learning sets with separating kernels
E De Vito, L Rosasco, A Toigo
Applied and Computational Harmonic Analysis 37 (2), 185-217, 2014
662014
The Theory of Symmetry Actions in Quantum Mechanics
G Cassinelli, E De Vito, PJ Lahti, A Levrero
The Theory of Symmetry Actions in Quantum Mechanics, 49-59, 2004
66*2004
Edges and corners with shearlets
MA Duval-Poo, F Odone, E De Vito
IEEE Transactions on Image Processing 24 (11), 3768-3780, 2015
592015
Understanding neural networks with reproducing kernel Banach spaces
F Bartolucci, E De Vito, L Rosasco, S Vigogna
Applied and Computational Harmonic Analysis 62, 194-236, 2023
582023
Discretization error analysis for Tikhonov regularization
E De Vito, L Rosasco, A Caponnetto
Analysis and Applications 4 (01), 81-99, 2006
572006
Square-integrability of induced representations of semidirect products
P Aniello, G Cassinelli, E de Vito, A Levrero
Reviews in Mathematical Physics 10 (03), 301-313, 1998
491998
Learning the optimal Tikhonov regularizer for inverse problems
GS Alberti, E De Vito, M Lassas, L Ratti, M Santacesaria
Advances in Neural Information Processing Systems 34, 25205-25216, 2021
442021
Positive operator valued measures covariant with respect to an irreducible representation
G Cassinelli, E De Vito, A Toigo
Journal of mathematical physics 44 (10), 4768-4775, 2003
442003
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