Concepedia

Probability Kernels

A Probability Kernels is a measurable function from a measurable space to the space of probability measures on another measurable space, assigning to each point in the source space a probability measure on the target space in a way that preserves measurability with respect to the source variable.

18

Publications

854

Citations

37

Authors

22

Institutions

Publications per year

2017–2026

2

Variants

Stochastic KernelsTransition Kernels

Parents

Publications

18

Flows, coalescence and noise

Yves Le Jan, Olivier Raimond · The Annals of Probability · 2004 · 188 citations · Full text

, , +17

Hilbertian Metrics and Positive Definite Kernels on Probability Measures

Matthias Hein, Olivier Bousquet · 2005 · 134 citations · Full text

, , +12

Fitting Probability Distributions to Animal Movement Trajectories: Using Artificial Neural Networks to Link Distance, Resources, and Memory

Benjamin D. Dalziel, Juan M. Morales, John M. Fryxell · The American Naturalist · 2008 · 130 citations

, , +14

Facial Expression Recognition in Videos Using Dynamic Kernels

Nazil Perveen, Debaditya Roy, C. Krishna Mohan · IEEE Transactions on Image Processing · 2020 · 112 citations

, , +16

A Family of Probabilistic Kernels Based on Information Divergence

Antoni B. Chan, Nuno Vasconcelos, Pedro J. Moreno · 2004 · 47 citations

, , +14

1–5 of 18

Authors

37

  1. AÁ
    Aitor Álvarez

    Vicomtech, Spain

    1 publications · 15 citations

    1

    h-index

  2. OB
    Olivier Bousquet

    Météo-France, France

    1 publications · 134 citations

    1

    h-index

  3. AB
    Antoni B. Chan

    City University of Hong Kong, Hong Kong SAR China

    1 publications · 47 citations

    1

    h-index

  4. MP
    Mikel Peñagarikano

    University of the Basque Country, Spain

    1 publications · 15 citations

    1

    h-index

  5. RM
    Richard Madsen

    University of Missouri, United States

    1 publications · 42 citations

    1

    h-index

1–5 of 37

Institutions

22

  1. Aalto University

    Espoo, Finland

    1 h-index

    1 publications

    17 citations

  2. Wuhan University

    Wuhan, China

    1 h-index

    1 publications

    14 citations

  3. Centre Hospitalier d'Orsay

    Orsay, France

    1 h-index

    1 publications

    188 citations

  4. University of Guelph

    Guelph, Canada

    1 h-index

    2 publications

    260 citations

  5. Friedrich Schiller University Jena

    Jena, Germany

    1 h-index

    1 publications

    10 citations

  6. University of the Basque Country

    Leioa, Spain

    1 h-index

    4 publications

    60 citations

  7. University of Jyväskylä

    Jyväskylä, Finland

    1 h-index

    1 publications

    17 citations

  8. Bielefeld University

    Bielefeld, Germany

    1 h-index

    2 publications

    26 citations

1–8 of 22

Venues

  1. The Annals of Probability

    3 publications · 254 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 26 citations

    2

    h-index

  3. Proceedings of the American Mathematical Society

    PROC · 1 publications · 19 citations

    1

    h-index

  4. IEEE Transactions on Image Processing

    1 publications · 112 citations

    1

    h-index

  5. Studia Mathematica

    1 publications · 10 citations

    1

    h-index

1–5