Concepedia

Operator-valued Kernels

Operator-Valued Kernels is a kernel function that maps pairs of input points into a space of linear operators acting on a Hilbert space, generalizing scalar-valued kernels by enabling the output to be operator-valued in order to model vector-valued functions or structured outputs in reproducing kernel Hilbert spaces of operator-valued functions.

57

Publications

2.3K

Citations

91

Authors

90

Institutions

Publications per year

2017–2026

11

Parents

Publications

57

On Learning Vector-Valued Functions

Charles A. Micchelli, Massimiliano Pontil · Neural Computation · 2004 · 493 citations

, , +17

Calderón-Zygmund theory for operator-valued kernels

José-L. Rubio De Francia, Francisco J. Ruiz, JoséL Torrea · Advances in Mathematics · 1986 · 284 citations

, , +9

Modern Approaches to the Invariant-Subspace Problem

Isabelle Chalendar, J. R. Partington · Cambridge University Press eBooks · 2011 · 101 citations

, , +12

General Fractional Dynamics

Vasily E. Tarasov · Mathematics · 2021 · 70 citations · Full text

, , +12

Vector-valued singular integral operators on<i>L</i><sup><i>p</i></sup>-spaces with mixed norms and applications

Dicesar Lass Fernandez · Pacific Journal of Mathematics · 1987 · 69 citations · Full text

, , +11

1–5 of 57

Authors

91

  1. FD
    Florence d’Alché–Buc

    Informatique, BioInformatique, Systèmes Complexes, France

    3 publications · 114 citations

    3

    h-index

  2. DG
    Dimitrios Giannakis

    Courant Institute of Mathematical Sciences, United States

    2 publications · 32 citations

    2

    h-index

  3. KG
    Karlheinz Gröchenig

    University of Vienna, Austria

    1 publications · 35 citations

    2

    h-index

  4. NL
    Néhémy Lim

    Informatique, BioInformatique, Systèmes Complexes, France

    2 publications · 71 citations

    2

    h-index

  5. HK
    Hachem Kadri

    Centre National de la Recherche Scientifique, France

    2 publications · 84 citations

    2

    h-index

1–5 of 91

Institutions

90

  1. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    7 publications

    230 citations

  2. University of Vienna

    Vienna, Austria

    2 h-index

    1 publications

    35 citations

  3. Technische Universität Darmstadt

    Darmstadt, Germany

    2 h-index

    2 publications

    95 citations

  4. Universidad de Zaragoza

    Zaragoza, Spain

    2 h-index

    2 publications

    298 citations

  5. Université de Lille

    Lille, France

    2 h-index

    4 publications

    166 citations

  6. Laboratoire de Mathématiques d'Orsay

    Orsay, France

    2 h-index

    2 publications

    45 citations

  7. Informatique, BioInformatique, Systèmes Complexes

    Évry-Courcouronnes, France

    2 h-index

    6 publications

    206 citations

  8. University of California, Irvine

    Irvine, United States

    2 h-index

    2 publications

    31 citations

1–8 of 90

Venues

  1. Integral Equations and Operator Theory

    4 publications · 146 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 105 citations

    4

    h-index

  3. Journal of Functional Analysis

    1 publications · 56 citations

    3

    h-index

  4. Pacific Journal of Mathematics

    3 publications · 124 citations

    3

    h-index

  5. 2

    h-index

1–5