Concepedia

Proposal Distribution Design

Proposal Distribution Design is a methodological framework within Markov Chain Monte Carlo that specifies the construction and selection of candidate-generating distributions to ensure efficient exploration of the target probability space.

68

Publications

7.8K

Citations

178

Authors

100

Institutions

Publications per year

2017–2026

15

Parents

Publications

68

Improved Techniques for Grid Mapping With Rao-Blackwellized Particle Filters

Giorgio Grisetti, Cyrill Stachniss, Wolfram Burgard · IEEE Transactions on Robotics · 2007 · 2.4K citations

, , +17

Particle Markov Chain Monte Carlo Methods

Christophe Andrieu, Arnaud Doucet, Roman Holenstein · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2010 · 2.1K citations · Full text

, , +16

Bayesian Phylogenetic Inference via Markov Chain Monte Carlo Methods

Bob Mau, Michael A. Newton, Bret Larget · Biometrics · 1999 · 547 citations · Full text

, , +17

Efficient Construction of Reversible Jump Markov Chain Monte Carlo Proposal Distributions

Stephen P. Brooks, Paolo Giudici, Gareth O. Roberts · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2003 · 316 citations · Full text

, , +13

Better proposal distributions: object tracking using unscented particle filter

Yong Rui, Yunqiang Chen · 2005 · 283 citations

, , +14

1–5 of 68

Authors

178

  1. BM
    Bob Mau

    University of Wisconsin–Madison, United States

    3 publications · 786 citations

    3

    h-index

  2. MA
    Michael A. Newton

    University of Wisconsin–Madison, United States

    3 publications · 786 citations

    3

    h-index

  3. JV
    J. Vermaak

    University of Cambridge, United Kingdom

    3 publications · 120 citations

    3

    h-index

  4. WB
    Wolfram Burgard

    University of Freiburg, Germany

    3 publications · 2.6K citations

    3

    h-index

  5. SG
    Simon Godsill

    University of Cambridge, United Kingdom

    3 publications · 120 citations

    3

    h-index

1–5 of 178

Institutions

100

  1. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    7 publications

    570 citations

  2. ETH Zurich

    Zurich, Switzerland

    2 h-index

    4 publications

    2.5K citations

  3. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    4 publications

    1.5K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    6 publications

    84 citations

  5. Stanford University

    Stanford, United States

    2 h-index

    10 publications

    366 citations

  6. University of Washington

    Seattle, United States

    2 h-index

    2 publications

    43 citations

  7. Microsoft (United States)

    Redmond, United States

    2 h-index

    3 publications

    576 citations

  8. University of California, Berkeley

    Berkeley, United States

    2 h-index

    4 publications

    242 citations

1–8 of 100

Venues

  1. Statistics and Computing

    4 publications · 113 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 83 citations

    3

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 51 citations

    2

    h-index

  4. IEEE Transactions on Signal Processing

    2 publications · 82 citations

    2

    h-index

  5. 2

    h-index

1–5