Concepedia

Bayesian Nonparametric Decision Making

Bayesian Nonparametric Decision Making is a decision-theoretic framework that extends Bayesian decision theory by employing nonparametric Bayesian models to flexibly adapt the complexity of the decision policy to the data, without assuming a fixed finite number of parameters.

5

Publications

121

Citations

11

Authors

11

Institutions

Publications per year

2017–2026

1

Parents

Publications

5

Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning

Finale Doshi‐Velez, David Pfau, Frank Wood et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 47 citations

, , +14

Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach

Jiapeng Liu, Miłosz Kadziński, Xiuwu Liao · INFORMS journal on computing · 2023 · 30 citations

, , +16

Statistical Decision Problems and Bayesian Nonparametric Methods

Eduardo Gutiérrez‐Peña, Stephen G. Walker · International Statistical Review · 2006 · 18 citations

, , +13

How many samples?: a Bayesian nonparametric approach

Stephen G. Walker · Journal of the Royal Statistical Society Series D (The Statistician) · 2003 · 15 citations

, , +17

A Nonparametric, Efficient Public Good Decision Mechanism: Undominated Bayesian Implementation

Jae‐Won Choi, Taesung Kim · Games and Economic Behavior · 1999 · 11 citations

, , +14

1–5 of 5

Authors

11

  1. SG
    Stephen G. Walker

    University of Kent, United Kingdom

    2 publications · 33 citations

    2

    h-index

  2. MK
    Miłosz Kadziński

    Poznań University of Technology, Poland

    1 publications · 30 citations

    1

    h-index

  3. XL
    Xiuwu Liao

    Xi'an Jiaotong University, China

    1 publications · 30 citations

    1

    h-index

  4. JL
    Jiapeng Liu

    Xi'an Jiaotong University, China

    1 publications · 30 citations

    1

    h-index

  5. JC
    Jae‐Won Choi

    University of Akron, United States

    1 publications · 11 citations

    1

    h-index

1–5 of 11

Institutions

11

  1. Xi'an Jiaotong University

    Xi'an, China

    1 h-index

    2 publications

    60 citations

  2. Columbia University

    New York, United States

    1 h-index

    1 publications

    47 citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    1 h-index

    2 publications

    94 citations

  4. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    47 citations

  5. Seoul National University

    Seoul, South Korea

    1 h-index

    2 publications

    22 citations

  6. Universidad Nacional Autónoma de México

    Mexico City, Mexico

    1 h-index

    1 publications

    18 citations

  7. University of Kent

    Canterbury, United Kingdom

    1 h-index

    1 publications

    18 citations

  8. University of Bath

    Bath, United Kingdom

    1 h-index

    1 publications

    15 citations

1–8 of 11

Venues

  1. INFORMS journal on computing

    1 publications · 30 citations

    1

    h-index

  2. 1

    h-index

  3. 1

    h-index

  4. Games and Economic Behavior

    1 publications · 11 citations

    1

    h-index

  5. International Statistical Review

    1 publications · 18 citations

    1

    h-index

1–5