Concepedia

Gaussian Variational Approximation

Gaussian Variational Approximation is a variational inference method that employs a Gaussian distribution as the approximating family to model the posterior distribution, distinguished by its assumption of normality and dependence on mean and covariance parameters for tractable Bayesian inference.

186

Publications

10.8K

Citations

404

Authors

220

Institutions

Publications per year

2017–2026

56

Parents

Publications

186

Approximating the Kullback Leibler Divergence Between Gaussian Mixture Models

John R. Hershey, Peder A. Olsen · 2007 · 1.2K citations

, , +10

Elastic theory of flux lattices in the presence of weak disorder

Thierry Giamarchi, Pierre Le Doussal · Physical review. B, Condensed matter · 1995 · 661 citations · Full text

, , +15

A Novel Robust Student's <italic>t</italic>-Based Kalman Filter

Yulong Huang, Yonggang Zhang, Ning Li et al. · IEEE Transactions on Aerospace and Electronic Systems · 2017 · 478 citations

, , +16

Elastic theory of pinned flux lattices

Thierry Giamarchi, Pierre Le Doussal · Physical Review Letters · 1994 · 470 citations · Full text

, , +13

Scalable Variational Gaussian Process Classification

James Hensman, Alexander Matthews, Zoubin Ghahramani · arXiv (Cornell University) · 2014 · 348 citations · Full text

, , +13

1–5 of 186

Authors

404

  1. TG
    Thierry Giamarchi

    University of Geneva, Switzerland

    6 publications · 1.3K citations

    6

    h-index

  2. GA
    Graham A. Worth

    University of Birmingham, United Kingdom

    6 publications · 728 citations

    6

    h-index

  3. VA
    Vladimir A. Mandelshtam

    University of California, Irvine, United States

    6 publications · 247 citations

    6

    h-index

  4. PL
    Pierre Le Doussal

    Centre National de la Recherche Scientifique, France

    5 publications · 862 citations

    5

    h-index

  5. IB
    Irène Burghardt

    Goethe University Frankfurt, Germany

    5 publications · 703 citations

    5

    h-index

1–5 of 404

Institutions

220

  1. Laboratoire de physique des Solides

    Orsay, France

    6 h-index

    11 publications

    2.6K citations

  2. University College London

    London, United Kingdom

    6 h-index

    12 publications

    613 citations

  3. University of California, Irvine

    Irvine, United States

    6 h-index

    15 publications

    599 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    11 publications

    463 citations

  5. University of Cambridge

    Cambridge, United Kingdom

    6 h-index

    10 publications

    1.3K citations

  6. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    5 h-index

    6 publications

    198 citations

  7. Imperial College London

    London, United Kingdom

    5 h-index

    10 publications

    921 citations

  8. Los Alamos National Laboratory

    Los Alamos, United States

    5 h-index

    11 publications

    432 citations

1–8 of 220

Venues

  1. The Journal of Chemical Physics

    15 publications · 557 citations

    14

    h-index

  2. arXiv (Cornell University)

    Repository · 12 publications · 817 citations

    11

    h-index

  3. 10

    h-index

  4. Physical Review A

    PRA · 8 publications · 461 citations

    8

    h-index

  5. Physical Review Letters

    PRL · 7 publications · 926 citations

    7

    h-index

1–5