Concepedia

Mercer Kernels

Mercer Kernels is a type of positive semi-definite kernel function that satisfies Mercer's condition, ensuring it can be expressed as an inner product in a reproducing kernel Hilbert space, thereby guaranteeing the associated kernel matrix is symmetric and positive semi-definite for any set of input points.

112

Publications

10.7K

Citations

246

Authors

137

Institutions

Publications per year

2017–2026

9

Parents

Publications

112

The pyramid match kernel: discriminative classification with sets of image features

Kristen Grauman, Trevor Darrell · 2005 · 1.5K citations

, , +16

The Kernel Recursive Least-Squares Algorithm

Yaakov Engel, Shie Mannor, Ron Meir · IEEE Transactions on Signal Processing · 2004 · 1.1K citations

, , +17

Mercer kernel-based clustering in feature space

Mark Girolami · IEEE Transactions on Neural Networks · 2002 · 904 citations

, , +16

Generalized Correntropy for RobustAdaptive Filtering

Badong Chen, Lei Xing, Haiquan Zhao et al. · IEEE Transactions on Signal Processing · 2016 · 739 citations · Full text

, , +11

Recognition with local features: the kernel recipe

Christian Wallraven, Barbara Caputo · 2003 · 344 citations

, , +12

1–5 of 112

Authors

246

  1. V‎
    V‎. ‎A‎. Menegatto

    Universidade Federal de São Carlos, Brazil

    5 publications · 91 citations

    5

    h-index

  2. DZ
    Ding‐Xuan Zhou

    City University of Hong Kong, Hong Kong SAR China

    4 publications · 367 citations

    4

    h-index

  3. NM
    Nasser M. Nasrabadi

    DEVCOM Army Research Laboratory, United States

    4 publications · 111 citations

    4

    h-index

  4. JC
    José C. Prı́ncipe

    University of Florida, United States

    4 publications · 915 citations

    4

    h-index

  5. FB
    Francis Bach

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

    4 publications · 204 citations

    4

    h-index

1–5 of 246

Institutions

137

  1. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    9 publications

    257 citations

  2. DEVCOM Army Research Laboratory

    Adelphi, United States

    4 h-index

    8 publications

    253 citations

  3. City University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    7 publications

    840 citations

  4. University of Florida

    Gainesville, United States

    3 h-index

    5 publications

    240 citations

  5. UiT The Arctic University of Norway

    Tromsø, Norway

    3 h-index

    6 publications

    352 citations

  6. The University of Adelaide

    Adelaide, Australia

    2 h-index

    6 publications

    378 citations

  7. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    2 h-index

    4 publications

    303 citations

  8. The University of Sydney

    Sydney, Australia

    2 h-index

    4 publications

    286 citations

1–8 of 137

Venues

  1. IEEE Transactions on Signal Processing

    5 publications · 2K citations

    5

    h-index

  2. IEEE Transactions on Neural Networks

    5 publications · 1.6K citations

    5

    h-index

  3. Mathematische Nachrichten

    2 publications · 50 citations

    2

    h-index

  4. Journal of Complexity

    2 publications · 127 citations

    2

    h-index

  5. SIAM Journal on Mathematical Analysis

    2 publications · 65 citations

    2

    h-index

1–5