Concepedia

Robust Bayesian Calibration

Robust Bayesian Calibration is a Bayesian calibration framework that extends standard Bayesian calibration by formally incorporating uncertainty in prior specifications and model assumptions to ensure posterior inferences and predictive performance remain stable and reliable under perturbations or misspecifications in the input data or model structure.

8

Publications

449

Citations

32

Authors

19

Institutions

Publications per year

2017–2026

5

Parents

Publications

8

Validating Bayesian Inference Algorithms with Simulation-Based Calibration

Sean Talts, Michael Betancourt, Daniel Simpson et al. · arXiv (Cornell University) · 2018 · 226 citations · Full text

, , +16

Dating the appearance of Lapita pottery in the Bismarck Archipelago and its dispersal to Remote Oceania

Tim Denham, Christopher Bronk Ramsey, Jim Specht · Archaeology in Oceania/Archæology & physical anthropology in Oceania · 2012 · 99 citations

, , +14

Robust Bayesian Calibration of a k−ε Model for Compressible Jet-in-Crossflow Simulations

Jaideep Ray, Lawrence Dechant, Sophia Lefantzi et al. · AIAA Journal · 2018 · 33 citations · Full text

, , +17

Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications

Matteo Zecchin, Sangwoo Park, Osvaldo Simeone et al. · IEEE Transactions on Cognitive Communications and Networking · 2023 · 26 citations · Full text

, , +17

Calibration of the Stochastic Multicloud Model Using Bayesian Inference

Michèle De La Chevrotière, Boualem Khouider, Andrew J. Majda · SIAM Journal on Scientific Computing · 2014 · 21 citations

, , +16

1–5 of 8

Authors

32

  1. JL
    Julia Ling

    Stanford University, United States

    1 publications · 33 citations

    1

    h-index

  2. JS
    Jim Specht

    Australian Museum, Australia

    1 publications · 99 citations

    1

    h-index

  3. DS
    Daniel Simpson

    University of Toronto, Canada

    1 publications · 226 citations

    1

    h-index

  4. MH
    Mats Høglind

    Norwegian Institute of Bioeconomy Research, Norway

    1 publications · 13 citations

    1

    h-index

  5. LD
    Lawrence Dechant

    Sandia National Laboratories, United States

    1 publications · 33 citations

    1

    h-index

1–5 of 32

Institutions

19

  1. University of Victoria

    Victoria, Canada

    1 h-index

    2 publications

    42 citations

  2. IIE MSA

    Johannesburg, South Africa

    1 h-index

    2 publications

    198 citations

  3. Australian Museum

    Sydney, Australia

    1 h-index

    1 publications

    99 citations

  4. University of Perugia

    Perugia, Italy

    1 h-index

    1 publications

    15 citations

  5. UK Centre for Ecology & Hydrology

    Wallingford, United Kingdom

    1 h-index

    1 publications

    13 citations

  6. King's College London

    London, United Kingdom

    1 h-index

    3 publications

    78 citations

  7. Norwegian Institute of Bioeconomy Research

    Oslo, Norway

    1 h-index

    2 publications

    26 citations

  8. Oxford Archaeology

    Oxford, United Kingdom

    1 h-index

    1 publications

    99 citations

1–8 of 19

Venues

  1. AIAA Journal

    1 publications · 33 citations

    1

    h-index

  2. 1

    h-index

  3. SIAM Journal on Scientific Computing

    1 publications · 21 citations

    1

    h-index

  4. Ecological Modelling

    1 publications · 13 citations

    1

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 226 citations

    1

    h-index

1–5