Concepedia

Online Bayesian Inference

Online Bayesian Inference is a methodological framework within Bayesian statistics that enables sequential updating of posterior distributions as new data arrive in a continuous or iterative manner, distinguishing it from batch or offline inference by its adaptive, real-time integration of evidence.

154

Publications

7.2K

Citations

460

Authors

207

Institutions

Publications per year

2017–2026

54

Parents

Publications

154

Pairwise ranking aggregation in a crowdsourced setting

Xi Chen, Paul N. Bennett, Kevyn Collins‐Thompson et al. · 2013 · 307 citations

, , +14

Online Inference of Topics with Latent Dirichlet Allocation

Kevin Robert Canini, Lei Shi, Thomas L. Griffiths · 2009 · 235 citations

, , +11

Bayesian Nonparametric Adaptive Control Using Gaussian Processes

Girish Chowdhary, Hassan A. Kingravi, Jonathan P. How et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 189 citations · Full text

, , +17

Bayesian Online Learning of the Hazard Rate in Change-Point Problems

Robert C. Wilson, Matthew R. Nassar, Joshua I. Gold · Neural Computation · 2010 · 166 citations · Full text

, , +16

Efficient Multi-robot Search for a Moving Target

Geoffrey A. Hollinger, Sanjiv Singh, Joseph Djugash et al. · The International Journal of Robotics Research · 2009 · 158 citations · Full text

, , +15

1–5 of 154

Authors

460

  1. MO
    Manfred Opper

    Technische Universität Berlin, Germany

    4 publications · 287 citations

    4

    h-index

  2. RH
    Ralf Herbrich

    Microsoft Research (United Kingdom), United Kingdom

    3 publications · 57 citations

    3

    h-index

  3. TL
    Thomas L. Griffiths

    University of California, Berkeley, United States

    3 publications · 400 citations

    3

    h-index

  4. MD
    Murat Dündar

    Indiana University – Purdue University Indianapolis, United States

    2 publications · 21 citations

    2

    h-index

  5. TM
    Takashi Matsumoto

    Waseda University, Japan

    2 publications · 26 citations

    2

    h-index

1–5 of 460

Institutions

207

  1. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    6 h-index

    14 publications

    467 citations

  2. Microsoft (United States)

    Redmond, United States

    6 h-index

    14 publications

    1.2K citations

  3. Tsinghua University

    Beijing, China

    6 h-index

    13 publications

    472 citations

  4. University of California, Berkeley

    Berkeley, United States

    5 h-index

    10 publications

    1.1K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    10 publications

    1.1K citations

  6. Shandong Institute of Automation

    Jinan, China

    3 h-index

    9 publications

    594 citations

  7. University College London

    London, United Kingdom

    3 h-index

    11 publications

    1.1K citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    7 publications

    353 citations

1–8 of 207

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 243 citations

    10

    h-index

  2. IEEE Transactions on Signal Processing

    5 publications · 435 citations

    5

    h-index

  3. Neural Information Processing Systems

    Conference · 4 publications · 117 citations

    4

    h-index

  4. 3

    h-index

  5. 3

    h-index

1–5