Concepedia

Predictive Parity

Predictive Parity is a fairness metric in machine learning that requires the positive predictive value of a model to be equal across all protected groups, ensuring that the probability of a correct positive prediction is group-independent.

17

Publications

626

Citations

59

Authors

23

Institutions

Publications per year

2017–2026

13

Parents

Publications

17

Classification with Fairness Constraints

L. Elisa Celis, Lingxiao Huang, Vijay Keswani et al. · 2019 · 229 citations · Full text

, , +15

The physical size of gestating sows1

John J. McGlone, B. Vines, Anthony Rudine et al. · Journal of Animal Science · 2004 · 66 citations

, , +14

The sexist algorithm

Melissa Hamilton · Behavioral Sciences & the Law · 2019 · 52 citations · Full text

, , +17

On the Moral Justification of Statistical Parity

Corinna Hertweck, Christoph Heitz, Michele Loi · 2021 · 46 citations · Full text

, , +11

Use of farrowing rate as a measure of fertility of boars

L. Kirk Clark, A. P. Schinckel, W. L. Singleton et al. · Journal of the American Veterinary Medical Association · 1989 · 28 citations

, , +17

1–5 of 17

Authors

59

  1. ML
    Michele Loi

    University of Zurich, Switzerland

    2 publications · 65 citations

    2

    h-index

  2. SY
    Samuel Yeom

    Carnegie Mellon University, United States

    2 publications · 32 citations

    2

    h-index

  3. MC
    Michael Carl Tschantz

    International Computer Science Institute, United States

    2 publications · 32 citations

    2

    h-index

  4. CH
    Christoph Heitz

    ZHAW Zurich University of Applied Sciences, Switzerland

    2 publications · 64 citations

    2

    h-index

  5. PG
    P. Gareth R. Seaward

    University of Toronto, Canada

    1 publications · 12 citations

    1

    h-index

1–5 of 59

Institutions

23

  1. University of Zurich

    Zurich, Switzerland

    3 h-index

    4 publications

    129 citations

  2. ZHAW Zurich University of Applied Sciences

    Winterthur, Switzerland

    2 h-index

    4 publications

    128 citations

  3. Université de Montréal

    Montreal, Canada

    1 h-index

    1 publications

    13 citations

  4. International Computer Science Institute

    Berkeley, United States

    1 h-index

    1 publications

    22 citations

  5. Columbia University

    New York, United States

    1 h-index

    2 publications

    34 citations

  6. Max Planck Institute for Software Systems

    Saarbrücken, Germany

    1 h-index

    1 publications

    19 citations

  7. Harvard University Press

    Cambridge, United States

    1 h-index

    1 publications

    14 citations

  8. University of British Columbia

    Vancouver, Canada

    1 h-index

    4 publications

    48 citations

1–8 of 23

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 25 citations

    2

    h-index

  2. Twin Research

    1 publications · 12 citations

    1

    h-index

  3. SSRN Electronic Journal

    Repository · 1 publications · 27 citations

    1

    h-index

  4. Journal of the American Medical Informatics Association

    JAMIA · 1 publications · 17 citations

    1

    h-index

  5. Behavioral Sciences & the Law

    1 publications · 52 citations

    1

    h-index

1–5