Concepedia

Positive Definite Kernels

Positive Definite Kernels is a mathematical construct in kernel methods defined as a symmetric function on a set that induces a positive semi-definite Gram matrix for any finite subset, thereby ensuring the existence of an associated reproducing kernel Hilbert space.

266

Publications

19.4K

Citations

435

Authors

278

Institutions

Publications per year

2017–2026

42

Parents

Publications

266

1–5 of 266

Authors

435

  1. V‎
    V‎. ‎A‎. Menegatto

    Universidade Federal de São Carlos, Brazil

    14 publications · 388 citations

    11

    h-index

  2. JV
    Jean‐Philippe Vert

    École Nationale Supérieure des Mines de Paris, France

    9 publications · 713 citations

    9

    h-index

  3. KF
    Kenji Fukumizu

    The Institute of Statistical Mathematics, Japan

    8 publications · 1.8K citations

    8

    h-index

  4. BS
    Bernhard Schölkopf

    Max Planck Institute for Intelligent Systems, Germany

    7 publications · 1K citations

    7

    h-index

  5. FB
    Francis Bach

    Institut national de recherche en sciences et technologies du numérique, France

    7 publications · 757 citations

    7

    h-index

1–5 of 435

Institutions

278

  1. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    11 h-index

    14 publications

    925 citations

  2. Max Planck Society

    Munich, Germany

    11 h-index

    25 publications

    4.8K citations

  3. Max Planck Institute for Biological Cybernetics

    Tübingen, Germany

    8 h-index

    19 publications

    4.8K citations

  4. The Institute of Statistical Mathematics

    Tokyo, Japan

    7 h-index

    10 publications

    1.5K citations

  5. École Nationale Supérieure des Mines de Paris

    Paris, France

    7 h-index

    15 publications

    1.3K citations

  6. University of California San Diego

    San Diego, United States

    6 h-index

    9 publications

    2K citations

  7. Data61

    Sydney, Australia

    6 h-index

    16 publications

    4.1K citations

  8. Australian National University

    Canberra, Australia

    6 h-index

    21 publications

    2.6K citations

1–8 of 278

Venues

  1. arXiv (Cornell University)

    Repository · 24 publications · 1.1K citations

    15

    h-index

  2. SIAM Journal on Mathematical Analysis

    7 publications · 255 citations

    7

    h-index

  3. 6

    h-index

  4. 6

    h-index

  5. 5

    h-index

1–5