Concepedia

Peer Prediction

Peer Prediction is a mechanism design framework that elicits truthful private information from agents by leveraging inter-agent agreement as a proxy for truthfulness in the absence of verifiable ground truth.

42

Publications

1.5K

Citations

71

Authors

35

Institutions

Publications per year

2017–2026

17

Variants

Peer Prediction MechanismPeer Prediction Mechanisms

Parents

Publications

42

A Robust Bayesian Truth Serum for Small Populations

Jens Witkowski, David Parkes · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 148 citations · Full text

, , +15

Peer prediction without a common prior

Jens Witkowski, David C. Parkes · 2012 · 118 citations · Full text

, , +12

Informed Truthfulness in Multi-Task Peer Prediction

Victor Shnayder, Arpit Agarwal, Rafael Frongillo et al. · 2016 · 118 citations

, , +17

A Robust Bayesian Truth Serum for Non-Binary Signals

Goran Radanović, Boi Faltings · Proceedings of the AAAI Conference on Artificial Intelligence · 2013 · 111 citations · Full text

, , +16

Why and when peer prediction is superior to self-prediction: The weight given to future aspiration versus past achievement.

Erik G. Helzer, David Dunning · Journal of Personality and Social Psychology · 2012 · 78 citations

, , +16

1–5 of 42

Authors

71

  1. DC
    David C. Parkes

    Harvard University Press, United States

    8 publications · 398 citations

    8

    h-index

  2. YC
    Yiling Chen

    Harvard University Press, United States

    7 publications · 258 citations

    7

    h-index

  3. JW
    Jens Witkowski

    University of Freiburg, Germany

    6 publications · 383 citations

    6

    h-index

  4. YK
    Yuqing Kong

    University of Michigan, United States

    6 publications · 105 citations

    6

    h-index

  5. RF
    Rafael Frongillo

    University of Colorado Boulder, United States

    5 publications · 176 citations

    5

    h-index

1–5 of 71

Institutions

35

  1. Harvard University Press

    Cambridge, United States

    13 h-index

    28 publications

    1.3K citations

  2. University of Colorado Boulder

    Boulder, United States

    5 h-index

    5 publications

    176 citations

  3. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    3 h-index

    6 publications

    330 citations

  4. University of Michigan

    Ann Arbor, United States

    3 h-index

    4 publications

    92 citations

  5. University of Colorado System

    Boulder, United States

    3 h-index

    3 publications

    47 citations

  6. University of Freiburg

    Freiburg im Breisgau, Germany

    3 h-index

    3 publications

    330 citations

  7. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    7 publications

    247 citations

  8. University of Toronto

    Toronto, Canada

    3 h-index

    5 publications

    132 citations

1–8 of 35

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 361 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 76 citations

    4

    h-index

  3. 3

    h-index

  4. 3

    h-index

  5. ACM Transactions on Economics and Computation

    TEAC · 2 publications · 26 citations

    2

    h-index

1–5