Concepedia

Multi-group Fairness

Multi-Group Fairness is a fairness framework in algorithmic decision-making that extends beyond binary group distinctions by simultaneously accounting for multiple socially salient attributes—such as race, gender, and disability status—to ensure equitable outcomes across intersecting demographic subgroups.

32

Publications

1.5K

Citations

83

Authors

42

Institutions

Publications per year

2017–2026

28

Parents

Publications

32

WeBuildAI

Min Kyung Lee, Daniel Kusbit, Anson Kahng et al. · Proceedings of the ACM on Human-Computer Interaction · 2019 · 201 citations · Full text

, , +16

A Unified Approach to Quantifying Algorithmic Unfairness

Till Speicher, Hoda Heidari, Nina Grgić-Hlača et al. · 2018 · 187 citations · Full text

, , +8

Inherent Trade-Offs in Algorithmic Fairness

Jon Kleinberg · 2018 · 126 citations

, , +14

InFoRM: Individual Fairness on Graph Mining

Jian Kang, Jingrui He, Ross Maciejewski et al. · 2020 · 102 citations · Full text

, , +15

From Fair Decision Making To Social Equality

Hussein Mouzannar, Mesrob I. Ohannessian, Nathan Srebro · 2019 · 82 citations

, , +9

1–5 of 32

Authors

83

  1. JK
    Jon Kleinberg

    Cornell University, United States

    3 publications · 149 citations

    3

    h-index

  2. HT
    Hanghang Tong

    University of Illinois Urbana-Champaign, United States

    3 publications · 148 citations

    3

    h-index

  3. JK
    Jian Kang

    University of Illinois Urbana-Champaign, United States

    3 publications · 148 citations

    3

    h-index

  4. MB
    Muhammad Bilal Zafar

    Minhaj University Lahore, Pakistan

    2 publications · 220 citations

    2

    h-index

  5. TS
    Till Speicher

    Max Planck Institute for Software Systems, Germany

    2 publications · 220 citations

    2

    h-index

1–5 of 83

Institutions

42

  1. University of California, Berkeley

    Berkeley, United States

    3 h-index

    6 publications

    95 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    7 publications

    398 citations

  3. Cornell University

    Ithaca, United States

    3 h-index

    3 publications

    149 citations

  4. Google (United States)

    Mountain View, United States

    2 h-index

    2 publications

    39 citations

  5. Max Planck Institute for Software Systems

    Saarbrücken, Germany

    2 h-index

    10 publications

    1.1K citations

  6. Toyota Technological Institute at Chicago

    Chicago, United States

    2 h-index

    3 publications

    176 citations

  7. University of California, Santa Cruz

    Santa Cruz, United States

    2 h-index

    2 publications

    106 citations

  8. The Alan Turing Institute

    London, United Kingdom

    2 h-index

    2 publications

    220 citations

1–8 of 42

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 66 citations

    3

    h-index

  2. ACM SIGMETRICS Performance Evaluation Review

    PER · 2 publications · 23 citations

    2

    h-index

  3. Management Science

    2 publications · 42 citations

    2

    h-index

  4. Proceedings of the ACM on Human-Computer Interaction

    PACMHCI · 2 publications · 274 citations

    2

    h-index

  5. Computers & Industrial Engineering

    2 publications · 64 citations

    2

    h-index

1–5