Concepedia

No-u-turn Sampler

The No-U-Turn Sampler is an adaptive Markov chain Monte Carlo algorithm that automatically tunes its proposal distribution by dynamically constructing trajectories in a Hamiltonian state space, thereby avoiding unnecessary backtracking through a stopping criterion that terminates sampling when the path begins to retrace its steps.

31

Publications

14.9K

Citations

90

Authors

59

Institutions

Publications per year

2017–2026

25

Variants

Nuts

Parents

Publications

31

<i>Stan</i> : A Probabilistic Programming Language

Bob Carpenter, Andrew Gelman, Matthew D. Hoffman et al. · Journal of Statistical Software · 2017 · 7.4K citations · Full text

, , +16

The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo

Matthew D. Homan, Andrew Gelman · arXiv (Cornell University) · 2014 · 3.3K citations · Full text

, , +13

The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo

Matthew D. Hoffman, Andrew Gelman · arXiv (Cornell University) · 2011 · 1.8K citations · Full text

, , +13

Stan: A Probabilistic Programming Language

Bob Carpenter, Andrew Gelman, Matthew D. Hoffman et al. · 2017 · 1.3K citations

, , +16

Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro

Du Phan, Neeraj Pradhan, Martin Jankowiak · arXiv (Cornell University) · 2019 · 230 citations · Full text

, , +13

1–5 of 31

Authors

90

  1. TM
    Tshilidzi Marwala

    University of the Witwatersrand, South Africa

    4 publications · 68 citations

    4

    h-index

  2. AG
    Andrew Gelman

    Columbia University, United States

    4 publications · 12.5K citations

    4

    h-index

  3. RM
    Rendani Mbuvha

    University of the Witwatersrand, South Africa

    4 publications · 68 citations

    4

    h-index

  4. WT
    Wilson Tsakane Mongwe

    University of Johannesburg, South Africa

    4 publications · 68 citations

    4

    h-index

  5. JL
    Jorge L. Bazán

    Universidade de São Paulo, Brazil

    3 publications · 59 citations

    3

    h-index

1–5 of 90

Institutions

59

  1. University of the Witwatersrand

    Johannesburg, South Africa

    4 h-index

    4 publications

    68 citations

  2. University of Johannesburg

    Johannesburg, South Africa

    4 h-index

    10 publications

    172 citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    6 publications

    125 citations

  4. Columbia University

    New York, United States

    3 h-index

    9 publications

    47.6K citations

  5. Universidade Federal de São Carlos

    São Carlos, Brazil

    3 h-index

    4 publications

    82 citations

  6. University of Washington

    Seattle, United States

    2 h-index

    3 publications

    127 citations

  7. Brazilian Society of Computational and Applied Mathematics

    São Carlos, Brazil

    2 h-index

    4 publications

    85 citations

  8. University of Concepción

    Concepción, Chile

    2 h-index

    2 publications

    111 citations

1–8 of 59

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 5.4K citations

    6

    h-index

  2. IEEE Access

    2 publications · 32 citations

    2

    h-index

  3. PLoS ONE

    2 publications · 120 citations

    2

    h-index

  4. 1

    h-index

  5. Journal of Statistical Software

    JSS · 1 publications · 7.4K citations

    1

    h-index

1–5