Ernesto De Vito
Ernesto De Vito
MaLGa Machine Learning Genoa Center - Università di Genova
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Optimal rates for the regularized least-squares algorithm
A Caponnetto, E De Vito
Foundations of Computational Mathematics 7 (3), 331-368, 2007
4952007
Are loss functions all the same?
L Rosasco, ED Vito, A Caponnetto, M Piana, A Verri
Neural Computation 16 (5), 1063-1076, 2004
3542004
Learning from examples as an inverse problem
ED Vito, L Rosasco, A Caponnetto, UD Giovannini, F Odone
Journal of Machine Learning Research 6 (May), 883-904, 2005
2032005
Elastic-net regularization in learning theory
C De Mol, E De Vito, L Rosasco
Journal of Complexity 25 (2), 201-230, 2009
2012009
Model selection for regularized least-squares algorithm in learning theory
E De Vito, A Caponnetto, L Rosasco
Foundations of Computational Mathematics 5 (1), 59-85, 2005
1882005
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
182*2006
On learning with integral operators.
L Rosasco, M Belkin, E De Vito
Journal of Machine Learning Research 11 (2), 2010
1602010
Vector valued reproducing kernel Hilbert spaces and universality
C Carmeli, E De Vito, A Toigo, V Umanitá
Analysis and Applications 8 (01), 19-61, 2010
1222010
Spectral algorithms for supervised learning
LL Gerfo, L Rosasco, F Odone, ED Vito, A Verri
Neural Computation 20 (7), 1873-1897, 2008
1172008
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
982004
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
611997
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
55*2004
Learning sets with separating kernels
E De Vito, L Rosasco, A Toigo
Applied and Computational Harmonic Analysis 37 (2), 185-217, 2014
422014
Adaptive kernel methods using the balancing principle
E De Vito, S Pereverzyev, L Rosasco
Foundations of Computational Mathematics 10 (4), 455-479, 2010
412010
Edges and corners with shearlets
MA Duval-Poo, F Odone, E De Vito
IEEE Transactions on Image Processing 24 (11), 3768-3780, 2015
402015
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
391998
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
372003
Discretization error analysis for Tikhonov regularization
E De Vito, L Rosasco, A Caponnetto
Analysis and Applications 4 (01), 81-99, 2006
342006
Group theoretical quantum tomography
G Cassinelli, GM D’ariano, E De Vito, A Levrero
Journal of Mathematical Physics 41 (12), 7940-7951, 2000
342000
Wavelet transforms and discrete frames associated to semidirect products
P Aniello, G Cassinelli, E De Vito, A Levrero
Journal of Mathematical Physics 39 (8), 3965-3973, 1998
311998
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Artículos 1–20