Concepedia

Gaussian Processes

Gaussian Processes is a stochastic process in which every finite collection of random variables has a multivariate normal distribution, distinguished by its complete characterization through mean and covariance functions.

8.7K

Publications

540.9K

Citations

14.4K

Authors

3.3K

Institutions

Publications per year

2017–2026

2.4K

Variants

Gaussian Process

Parents

Children

Publications

8.7K

Spatial Interaction and the Statistical Analysis of Lattice Systems

Julian Besag · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 6.2K citations

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The Variation of Certain Speculative Prices

Benoît B. Mandelbrot · The Journal of Business · 1963 · 4.7K citations

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Writing on dirty paper (Corresp.)

Mónica Costa · IEEE Transactions on Information Theory · 1983 · 3.8K citations

, , +6

Generalized Additive Models

Trevor Hastie, Robert Tibshirani · Statistical Science · 1986 · 3.4K citations

, , +16

The statistics of peaks of Gaussian random fields

J. Bardeen, J. Richard Bond, N. Kaiser et al. · The Astrophysical Journal · 1986 · 3.3K citations

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1–5 of 8.7K

Authors

14.4K

  1. CE
    Carl Edward Rasmussen

    University of Cambridge, United Kingdom

    49 publications · 9.3K citations

    36

    h-index

  2. ND
    Neil D. Lawrence

    University of Sheffield, United Kingdom

    50 publications · 7.7K citations

    36

    h-index

  3. ZG
    Zoubin Ghahramani

    University of Cambridge, United Kingdom

    35 publications · 5.6K citations

    26

    h-index

  4. AK
    Andreas Krause

    ETH Zurich, Switzerland

    24 publications · 7.3K citations

    20

    h-index

  5. AV
    Aki Vehtari

    Aalto University, Finland

    25 publications · 1.3K citations

    20

    h-index

1–5 of 14.4K

Institutions

3.3K

  1. University of Cambridge

    Cambridge, United Kingdom

    54 h-index

    293 publications

    20.5K citations

  2. University of Sheffield

    Sheffield, United Kingdom

    48 h-index

    194 publications

    16.2K citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    47 h-index

    242 publications

    15.1K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    46 h-index

    387 publications

    25.7K citations

  5. Stanford University

    Stanford, United States

    41 h-index

    126 publications

    14.9K citations

  6. University of Oxford

    Oxford, United Kingdom

    40 h-index

    211 publications

    19.2K citations

  7. University of Washington

    Seattle, United States

    40 h-index

    105 publications

    18.5K citations

  8. Cornell University

    Ithaca, United States

    39 h-index

    152 publications

    12.1K citations

1–8 of 3.3K

Venues

  1. The Annals of Probability

    224 publications · 14.6K citations

    63

    h-index

  2. The Annals of Statistics

    144 publications · 16.7K citations

    59

    h-index

  3. IEEE Transactions on Information Theory

    194 publications · 19.8K citations

    59

    h-index

  4. arXiv (Cornell University)

    Repository · 431 publications · 16.4K citations

    59

    h-index

  5. IEEE Transactions on Signal Processing

    169 publications · 10.6K citations

    53

    h-index

1–5