Concepedia

Chinese Restaurant Process

The Chinese Restaurant Process is a stochastic process in Bayesian nonparametrics that serves as a prior distribution over partitions of a set, characterized by its exchangeable clustering mechanism and urn-like metaphor for sequentially assigning elements to groups.

105

Publications

10.1K

Citations

252

Authors

137

Institutions

Publications per year

2017–2026

22

Parents

Publications

105

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

Hierarchical Topic Models and the Nested Chinese Restaurant Process

Thomas L. Griffiths, Michael I. Jordan, Joshua B. Tenenbaum et al. · Neural Information Processing Systems · 2003 · 938 citations

, , +17

The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies

David M. Blei, Thomas L. Griffiths, Michael I. Jordan · Journal of the ACM · 2010 · 667 citations

, , +16

Hierarchical Beta Processes and the Indian Buffet Process

Romain Thibaux, Michael I. Jordan · UC Berkeley · 2007 · 354 citations

, , +17

Do Multi-Sense Embeddings Improve Natural Language Understanding?

Jiwei Li, Dan Jurafsky · 2015 · 242 citations · Full text

, , +15

1–5 of 105

Authors

252

  1. DM
    David M. Blei

    Princeton University, United States

    7 publications · 5.6K citations

    7

    h-index

  2. MI
    Michael I. Jordan

    University of California, Berkeley, United States

    6 publications · 5.8K citations

    6

    h-index

  3. SG
    Soumya Ghosh

    The University of Western Australia, Australia

    3 publications · 101 citations

    3

    h-index

  4. TL
    Thomas L. Griffiths

    University of California, Berkeley, United States

    3 publications · 1.7K citations

    3

    h-index

  5. AO
    Alice Oh

    Korea Advanced Institute of Science and Technology, South Korea

    3 publications · 207 citations

    3

    h-index

1–5 of 252

Institutions

137

  1. University of California, Berkeley

    Berkeley, United States

    8 h-index

    14 publications

    3.9K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    14 publications

    810 citations

  3. Princeton University

    Princeton, United States

    5 h-index

    6 publications

    1.1K citations

  4. Stanford University

    Stanford, United States

    4 h-index

    7 publications

    606 citations

  5. University of Oxford

    Oxford, United Kingdom

    3 h-index

    4 publications

    185 citations

  6. Nanjing University

    Nanjing, China

    3 h-index

    4 publications

    144 citations

  7. University of Maryland, College Park

    College Park, United States

    3 h-index

    9 publications

    378 citations

  8. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    3 h-index

    8 publications

    540 citations

1–8 of 137

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 187 citations

    6

    h-index

  2. 4

    h-index

  3. Journal of the American Statistical Association

    3 publications · 3.6K citations

    3

    h-index

  4. The Annals of Probability

    2 publications · 24 citations

    2

    h-index

  5. Neural Information Processing Systems

    Conference · 2 publications · 993 citations

    2

    h-index

1–5