Concepedia

Intersectional Fairness

Intersectional Fairness is a fairness evaluation framework that extends beyond individual protected attributes by systematically accounting for the compounded disadvantages arising from the overlapping identities of marginalized groups in algorithmic systems.

17

Publications

714

Citations

48

Authors

27

Institutions

Publications per year

2017–2026

17

Parents

Publications

17

An Intersectional Definition of Fairness

James R. Foulds, Rashidul Islam, Kamrun Naher Keya et al. · 2020 · 195 citations

, , +14

Algorithmic reparation

Jenny L. Davis, Apryl Williams, Michael W. Yang · Big Data & Society · 2021 · 130 citations · Full text

, , +13

Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation

Angelina Wang, V. Ramaswamy, Olga Russakovsky · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 84 citations · Full text

, , +11

Are “Intersectionally Fair” AI Algorithms Really Fair to Women of Color? A Philosophical Analysis

Youjin Kong · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 55 citations

, , +12

A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges

Usman Gohar, Lu Cheng · 2023 · 30 citations · Full text

, , +13

1–5 of 17

Authors

48

  1. SP
    Shimei Pan

    University of Maryland, Baltimore County, United States

    3 publications · 237 citations

    3

    h-index

  2. JR
    James R. Foulds

    University of Maryland, Baltimore County, United States

    3 publications · 237 citations

    3

    h-index

  3. KN
    Kamrun Naher Keya

    University of Maryland, Baltimore County, United States

    2 publications · 217 citations

    2

    h-index

  4. RI
    Rashidul Islam

    University of Maryland, Baltimore County, United States

    2 publications · 217 citations

    2

    h-index

  5. MR
    Mary Reagan

    Washington University in St. Louis, United States

    1 publications · 10 citations

    1

    h-index

1–5 of 48

Institutions

27

  1. University of Michigan

    Ann Arbor, United States

    2 h-index

    5 publications

    242 citations

  2. University of Maryland, Baltimore County

    Baltimore, United States

    2 h-index

    8 publications

    868 citations

  3. University of Illinois Chicago

    Chicago, United States

    2 h-index

    2 publications

    58 citations

  4. University of Notre Dame

    Notre Dame, United States

    1 h-index

    1 publications

    130 citations

  5. University of Pennsylvania

    Philadelphia, United States

    1 h-index

    1 publications

    24 citations

  6. Oregon State University

    Corvallis, United States

    1 h-index

    1 publications

    55 citations

  7. Shandong University of Political Science and Law

    Jinan, China

    1 h-index

    3 publications

    51 citations

  8. Arizona State University

    Tempe, United States

    1 h-index

    2 publications

    36 citations

1–8 of 27

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 79 citations

    5

    h-index

  2. 2022 ACM Conference on Fairness, Accountability, and Transparency

    Conference · 2 publications · 139 citations

    2

    h-index

  3. Big Data & Society

    1 publications · 130 citations

    1

    h-index

  4. 2022 IEEE 38th International Conference on Data Engineering (ICDE)

    Conference · 1 publications · 14 citations

    1

    h-index

  5. 2022 IEEE International Conference on Big Data (Big Data)

    Conference · 1 publications · 18 citations

    1

    h-index

1–5