Concepedia

Stick-breaking Processes

Stick-Breaking Processes is a stochastic process in Bayesian nonparametrics that generates a discrete probability distribution by recursively partitioning the unit interval into diminishing segments, where each segment represents the weight of a component in an infinite mixture model.

79

Publications

10.6K

Citations

145

Authors

79

Institutions

Publications per year

2017–2026

8

Variants

Stick-breaking Process

Parents

Publications

79

Hierarchical Dirichlet Processes

Yee Whye Teh, Michael I. Jordan, Matthew J. Beal et al. · Journal of the American Statistical Association · 2006 · 3.6K citations

, , +16

Gibbs Sampling Methods for Stick-Breaking Priors

Hemant Ishwaran, Lancelot F. James · Journal of the American Statistical Association · 2001 · 1.6K citations

, , +16

Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images

Mingyuan Zhou, Haojun Chen, John Paisley et al. · IEEE Transactions on Image Processing · 2011 · 386 citations · Full text

, , +16

Order-Based Dependent Dirichlet Processes

Jim E. Griffin, Mark F. J. Steel · Journal of the American Statistical Association · 2006 · 364 citations

, , +16

The Nested Dirichlet Process

Abel Rodríguez, David B. Dunson, Alan E. Gelfand · Journal of the American Statistical Association · 2008 · 305 citations

, , +15

1–5 of 79

Authors

145

  1. DB
    David B. Dunson

    Duke University, United States

    12 publications · 1.6K citations

    12

    h-index

  2. LC
    Lawrence Carin

    Duke University, United States

    10 publications · 991 citations

    10

    h-index

  3. JP
    John Paisley

    Columbia University, United States

    6 publications · 773 citations

    6

    h-index

  4. YW
    Yee Whye Teh

    University of Oxford, United Kingdom

    5 publications · 4K citations

    5

    h-index

  5. MI
    Michael I. Jordan

    University of California, Berkeley, United States

    5 publications · 3.8K citations

    5

    h-index

1–5 of 145

Institutions

79

  1. Duke University

    Durham, United States

    17 h-index

    52 publications

    6.3K citations

  2. Collegio Carlo Alberto

    Moncalieri, Italy

    6 h-index

    6 publications

    122 citations

  3. Princeton University

    Princeton, United States

    4 h-index

    6 publications

    134 citations

  4. Bocconi University

    Milan, Italy

    3 h-index

    7 publications

    202 citations

  5. University of California, Irvine

    Irvine, United States

    3 h-index

    7 publications

    268 citations

  6. The University of Texas at Austin

    Austin, United States

    3 h-index

    6 publications

    96 citations

  7. University of Pavia

    Pavia, Italy

    3 h-index

    3 publications

    97 citations

  8. University of California, Berkeley

    Berkeley, United States

    3 h-index

    5 publications

    410 citations

1–8 of 79

Venues

  1. Journal of the American Statistical Association

    11 publications · 6.4K citations

    11

    h-index

  2. Bayesian Analysis

    9 publications · 609 citations

    9

    h-index

  3. arXiv (Cornell University)

    Repository · 8 publications · 312 citations

    8

    h-index

  4. Journal of Applied Probability

    JAP · 4 publications · 164 citations

    4

    h-index

  5. Biometrika

    4 publications · 525 citations

    4

    h-index

1–5