Concepedia

Adaptive Bayesian Learning

Adaptive Bayesian Learning is a Bayesian inference framework that iteratively refines probabilistic beliefs through sequential data acquisition, distinguished by its capacity to dynamically adjust prior distributions and model structures in response to evolving evidence.

118

Publications

7.1K

Citations

450

Authors

243

Institutions

Publications per year

2017–2026

51

Parents

Publications

118

Maximum a posteriori estimation for multivariate Gaussian mixture observations of Markov chains

J.-L. Gauvain, Chin‐Hui Lee · IEEE Transactions on Speech and Audio Processing · 1994 · 2.1K citations

, , +16

Bayesian Approach to Global Optimization--Theory and Applications.

C. G. E. Boender · Mathematics of Computation · 1991 · 439 citations

, , +17

Optimal learning: computational procedures for bayes-adaptive markov decision processes

Michael O. Duff, Andrew G. Barto · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2002 · 251 citations

, , +15

Bayesian adaptive combination of short-term wind speed forecasts from neural network models

Gong Li, Jing Shi, Junyi Zhou · Renewable Energy · 2010 · 208 citations

, , +15

Experimental Bayesian Quantum Phase Estimation on a Silicon Photonic Chip

Stefano Paesani, Antonio A. Gentile, Raffaele Santagati et al. · Physical Review Letters · 2017 · 184 citations · Full text

, , +17

1–5 of 118

Authors

450

  1. QH
    Qiang Huo

    Microsoft Research Asia (China), China

    4 publications · 270 citations

    4

    h-index

  2. CL
    Chin‐Hui Lee

    Georgia Institute of Technology, United States

    3 publications · 2.3K citations

    3

    h-index

  3. KM
    Kwang Mong Sim

    Gwangju Institute of Science and Technology, South Korea

    2 publications · 81 citations

    2

    h-index

  4. FG
    Fábio Gagliardi Cozman

    Universidade de São Paulo, Brazil

    2 publications · 42 citations

    2

    h-index

  5. SJ
    Sung Ju Hwang

    Korea Advanced Institute of Science and Technology, South Korea

    2 publications · 75 citations

    2

    h-index

1–5 of 450

Institutions

243

  1. University of Hong Kong

    Pok Fu Lam, Hong Kong

    4 h-index

    6 publications

    373 citations

  2. Tsinghua University

    Beijing, China

    3 h-index

    8 publications

    301 citations

  3. The Ohio State University

    Columbus, United States

    3 h-index

    8 publications

    292 citations

  4. Hong Kong Baptist University

    Hong Kong, Hong Kong

    3 h-index

    6 publications

    191 citations

  5. University of Exeter

    Exeter, United Kingdom

    2 h-index

    5 publications

    301 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    3 publications

    225 citations

  7. Oak Ridge National Laboratory

    Oak Ridge, United States

    2 h-index

    1 publications

    23 citations

  8. University of Oxford

    Oxford, United Kingdom

    2 h-index

    2 publications

    74 citations

1–8 of 243

Venues

  1. IEEE Transactions on Speech and Audio Processing

    5 publications · 2.3K citations

    5

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 88 citations

    4

    h-index

  3. Knowledge and Information Systems

    2 publications · 29 citations

    2

    h-index

  4. PRX Quantum

    2 publications · 81 citations

    2

    h-index

  5. SSRN Electronic Journal

    Repository · 2 publications · 116 citations

    2

    h-index

1–5