Optimal rates for the regularized least-squares algorithm A Caponnetto, E De Vito Foundations of Computational Mathematics 7, 331-368, 2007 | 906 | 2007 |

Are loss functions all the same? L Rosasco, E De Vito, A Caponnetto, M Piana, A Verri Neural computation 16 (5), 1063-1076, 2004 | 668 | 2004 |

Elastic-net regularization in learning theory C De Mol, E De Vito, L Rosasco Journal of Complexity 25 (2), 201-230, 2009 | 348 | 2009 |

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 | 295 | 2005 |

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 | 290* | 2006 |

On Learning with Integral Operators. L Rosasco, M Belkin, E De Vito Journal of Machine Learning Research 11 (2), 2010 | 286 | 2010 |

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 | 220 | 2010 |

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 | 212 | 2005 |

Spectral algorithms for supervised learning LL Gerfo, L Rosasco, F Odone, ED Vito, A Verri Neural Computation 20 (7), 1873-1897, 2008 | 169 | 2008 |

Some properties of regularized kernel methods E De Vito, L Rosasco, A Caponnetto, M Piana, A Verri The Journal of Machine Learning Research 5, 1363-1390, 2004 | 115 | 2004 |

Adaptive kernel methods using the balancing principle E De Vito, S Pereverzyev, L Rosasco Foundations of Computational Mathematics 10, 455-479, 2010 | 74 | 2010 |

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 | 70 | 1997 |

Learning sets with separating kernels E De Vito, L Rosasco, A Toigo Applied and Computational Harmonic Analysis 37 (2), 185-217, 2014 | 68 | 2014 |

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 | 63* | 2004 |

Edges and corners with shearlets MA Duval-Poo, F Odone, E De Vito IEEE Transactions on Image Processing 24 (11), 3768-3780, 2015 | 55 | 2015 |

Discretization error analysis for Tikhonov regularization E De Vito, L Rosasco, A Caponnetto Analysis and Applications 4 (01), 81-99, 2006 | 54 | 2006 |

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 | 47 | 1998 |

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 | 43 | 2003 |

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 | 42 | 2023 |

An extension of Mercer theorem to matrix-valued measurable kernels E De Vito, V Umanitą, S Villa Applied and Computational Harmonic Analysis 34 (3), 339-351, 2013 | 38 | 2013 |