Concepedia

Bayesian Variational Inference

Bayesian Variational Inference is a Bayesian approximate inference method that frames posterior estimation as an optimization problem by minimizing the divergence between the true posterior and a tractable variational distribution.

648

Publications

35.9K

Citations

1.7K

Authors

562

Institutions

Publications per year

2017–2026

360

Parents

Publications

648

Variational Inference: A Review for Statisticians

Journal of the American Statistical Association · 2017 · 3.7K citations · Full text

, , +16

fastSTRUCTURE: Variational Inference of Population Structure in Large SNP Data Sets

Anil Raj, Matthew Stephens, Jonathan K. Pritchard · Genetics · 2014 · 1.9K citations · Full text

, , +17

Graphical Models, Exponential Families, and Variational Inference

Martin J. Wainwright, Michael I. Jordan · Foundations and Trends® in Machine Learning · 2008 · 1.8K citations

, , +15

A Novel Adaptive Kalman Filter With Inaccurate Process and Measurement Noise Covariance Matrices

Yulong Huang, Yonggang Zhang, Zhemin Wu et al. · IEEE Transactions on Automatic Control · 2017 · 678 citations · Full text

, , +16

Variational Message Passing

John Winn, Chris Bishop · Edinburgh Research Explorer (University of Edinburgh) · 2005 · 647 citations · Full text

, , +16

1–5 of 648

Authors

1.7K

  1. YH
    Yulong Huang

    Harbin Engineering University, China

    14 publications · 2K citations

    14

    h-index

  2. LC
    Lawrence Carin

    Duke University, United States

    14 publications · 613 citations

    13

    h-index

  3. YZ
    Yonggang Zhang

    Harbin Engineering University, China

    12 publications · 2K citations

    12

    h-index

  4. BH
    Biao Huang

    University of Alberta, Canada

    12 publications · 483 citations

    12

    h-index

  5. RM
    Rafael Molina

    Universidad de Granada, Spain

    8 publications · 667 citations

    8

    h-index

1–5 of 1.7K

Institutions

562

  1. University College London

    London, United Kingdom

    18 h-index

    42 publications

    3.7K citations

  2. Duke University

    Durham, United States

    17 h-index

    75 publications

    3.7K citations

  3. Harbin Engineering University

    Harbin, China

    17 h-index

    60 publications

    7.6K citations

  4. University of Edinburgh

    Edinburgh, United Kingdom

    15 h-index

    31 publications

    1.7K citations

  5. Xi'an Jiaotong University

    Xi'an, China

    14 h-index

    39 publications

    1.8K citations

  6. Tsinghua University

    Beijing, China

    14 h-index

    39 publications

    1K citations

  7. Nanyang Technological University

    Singapore, Singapore

    14 h-index

    32 publications

    1.5K citations

  8. University of Alberta

    Edmonton, Canada

    13 h-index

    29 publications

    1.1K citations

1–8 of 562

Venues

  1. arXiv (Cornell University)

    Repository · 70 publications · 3.2K citations

    28

    h-index

  2. IEEE Transactions on Signal Processing

    29 publications · 1.6K citations

    22

    h-index

  3. 13

    h-index

  4. IEEE Transactions on Image Processing

    11 publications · 752 citations

    11

    h-index

  5. 10

    h-index

1–5