Concepedia

Repulsive Point Processes

Repulsive Point Processes is a class of stochastic point process models in spatial statistics that generate patterns characterized by inhibition or dispersion, where the occurrence of a point reduces the likelihood of nearby points, thereby distinguishing it from random or clustered processes.

57

Publications

3.2K

Citations

118

Authors

86

Institutions

Publications per year

2017–2026

21

Parents

Publications

57

Determinantal Point Processes for Machine Learning

Alex Kulesza · Foundations and Trends® in Machine Learning · 2012 · 623 citations · Full text

, , +13

The coincidence approach to stochastic point processes

Odile Macchi · Advances in Applied Probability · 1975 · 590 citations

, , +13

Determinantal Point Process Models and Statistical Inference

Frédéric Lavancier, Jesper Møller, Ege Rubak · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2014 · 234 citations · Full text

, , +16

Likelihood Analysis of Spatial Point Patterns

Yosihiko Ogata, Masaharu Tanemura · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1984 · 138 citations

, , +15

Learning Determinantal Point Processes

Alex Kulesza, Ben Taskar · Scholarly Commons (University of Pennsylvania) · 2012 · 108 citations · Full text

, , +12

1–5 of 57

Authors

118

  1. FL
    Frédéric Lavancier

    Laboratoire de Mathématiques Jean Leray, France

    4 publications · 321 citations

    4

    h-index

  2. BT
    Ben Taskar

    University of Pennsylvania, United States

    4 publications · 269 citations

    4

    h-index

  3. RB
    Rémi Bardenet

    Centre National de la Recherche Scientifique, France

    3 publications · 87 citations

    3

    h-index

  4. JM
    Jesper Møller

    Aalborg University, Denmark

    3 publications · 287 citations

    3

    h-index

  5. AK
    Alex Kulesza

    University of Pennsylvania, United States

    3 publications · 836 citations

    3

    h-index

1–5 of 118

Institutions

86

  1. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    8 publications

    208 citations

  2. Aalborg University

    Aalborg, Denmark

    4 h-index

    7 publications

    607 citations

  3. Université de Lille

    Lille, France

    3 h-index

    6 publications

    176 citations

  4. Laboratoire de Mathématiques Jean Leray

    Nantes, France

    3 h-index

    3 publications

    310 citations

  5. Duke University

    Durham, United States

    3 h-index

    6 publications

    122 citations

  6. Centre Inria de l'Université de Rennes

    Rennes, France

    3 h-index

    3 publications

    87 citations

  7. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    5 publications

    467 citations

  8. The University of Texas at Austin

    Austin, United States

    3 h-index

    8 publications

    426 citations

1–8 of 86

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 106 citations

    6

    h-index

  2. Advances in Applied Probability

    AAP · 5 publications · 722 citations

    5

    h-index

  3. IEEE Transactions on Communications

    3 publications · 143 citations

    3

    h-index

  4. Bernoulli

    2 publications · 95 citations

    2

    h-index

  5. Neural Information Processing Systems

    Conference · 2 publications · 54 citations

    2

    h-index

1–5