Concepedia

Indian Buffet Process

The Indian Buffet Process is a Bayesian nonparametric stochastic process that generates sparse binary matrices with infinitely many columns, used to model latent feature assignments in which each data point can exhibit a subset of an unbounded number of features.

70

Publications

4.5K

Citations

166

Authors

80

Institutions

Publications per year

2017–2026

16

Parents

Publications

70

Infinite latent feature models and the Indian buffet process

Zoubin Ghahramani, Thomas L. Griffiths · 2005 · 553 citations

, , +15

Hierarchical Beta Processes and the Indian Buffet Process

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

, , +17

The Indian Buffet Process: An Introduction and Review

Thomas L. Griffiths, Zoubin Ghahramani · UWA Profiles and Research Repository (University of Western Australia) · 2011 · 347 citations

, , +14

Stick-breaking Construction for the Indian Buffet Process

Yee Whye Teh, Dilan Görür, Zoubin Ghahramani · 2007 · 203 citations

, , +16

Social Network Aware Device-to-Device Communication in Wireless Networks

Yanru Zhang, Erte Pan, Lingyang Song et al. · IEEE Transactions on Wireless Communications · 2014 · 193 citations

, , +17

1–5 of 70

Authors

166

  1. ZG
    Zoubin Ghahramani

    University of Cambridge, United Kingdom

    13 publications · 1.7K citations

    13

    h-index

  2. MI
    Michael I. Jordan

    University of California, Berkeley, United States

    8 publications · 774 citations

    8

    h-index

  3. YW
    Yee Whye Teh

    University of Oxford, United Kingdom

    5 publications · 499 citations

    5

    h-index

  4. TL
    Thomas L. Griffiths

    University of California, Berkeley, United States

    5 publications · 968 citations

    5

    h-index

  5. FD
    Finale Doshi‐Velez

    Harvard University Press, United States

    4 publications · 115 citations

    4

    h-index

1–5 of 166

Institutions

80

  1. University of Cambridge

    Cambridge, United Kingdom

    11 h-index

    22 publications

    1.4K citations

  2. University of California, Berkeley

    Berkeley, United States

    9 h-index

    20 publications

    1.1K citations

  3. University of Chicago

    Chicago, United States

    5 h-index

    5 publications

    218 citations

  4. Columbia University

    New York, United States

    4 h-index

    4 publications

    72 citations

  5. University of Houston

    Houston, United States

    3 h-index

    8 publications

    718 citations

  6. Universidad Carlos III de Madrid

    Madrid, Spain

    3 h-index

    7 publications

    124 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    5 publications

    71 citations

  8. Duke University

    Durham, United States

    3 h-index

    17 publications

    798 citations

1–8 of 80

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 280 citations

    10

    h-index

  2. The Annals of Applied Statistics

    AOAS · 4 publications · 283 citations

    4

    h-index

  3. Neural Information Processing Systems

    Conference · 2 publications · 29 citations

    2

    h-index

  4. Cambridge University Engineering Department Publications Database

    Repository · 2 publications · 190 citations

    2

    h-index

  5. 2

    h-index

1–5