Concepedia

Dynamic Fairness

Dynamic Fairness is a fairness metric in machine learning that, as a temporal adaptation of static fairness criteria, accounts for evolving relationships between sensitive attributes and outcomes over time to ensure equitable model behavior across sequential decision-making contexts.

7

Publications

126

Citations

18

Authors

11

Institutions

Publications per year

2017–2026

4

Parents

Publications

7

Process fairness and dynamic consistency

Stefan T. Trautmann, Peter P. Wakker · Economics Letters · 2010 · 33 citations · Full text

, , +7

A Dynamic Approach to Fairness: Effects of Temporal Changes of Fairness Perceptions on Job Attitudes

Tae‐Yeol Kim, Xiaowan Lin, Kwok Leung · Journal of Business and Psychology · 2013 · 23 citations · Full text

, , +13

Runtime Monitoring of Dynamic Fairness Properties

Thomas A. Henzinger, Mahyar Karimi, Konstantin Kueffner et al. · 2023 · 17 citations · Full text

, , +13

Modeling fairness in resource allocation for secondary users in a competitive cognitive radio network

Lutfa Akter, Balasubramaniam Natarajan · 2010 · 17 citations · Full text

, , +14

The paradox of the artificial intelligence system development process: the use case of corporate wellness programs using smart wearables

Alessandra Angelucci, Ziyue Li, Niya Stoimenova et al. · AI & Society · 2022 · 14 citations · Full text

, , +7

1–5 of 7

Authors

18

  1. ST
    Stefan T. Trautmann

    Tilburg University, Netherlands

    1 publications · 33 citations

    1

    h-index

  2. LA
    Lutfa Akter

    Bangladesh University of Engineering and Technology, Bangladesh

    1 publications · 17 citations

    1

    h-index

  3. NS
    Niya Stoimenova

    University of Cologne, Germany

    1 publications · 14 citations

    1

    h-index

  4. MW
    Min Wen

    University of Pennsylvania, United States

    1 publications · 12 citations

    1

    h-index

  5. KM
    Kaushik Mallik

    Max Planck Institute for Software Systems, Germany

    1 publications · 17 citations

    1

    h-index

1–5 of 18

Institutions

11

  1. Erasmus University Rotterdam

    Rotterdam, The Netherlands

    1 h-index

    1 publications

    33 citations

  2. Institute of Science and Technology Austria

    Klosterneuburg, Austria

    1 h-index

    4 publications

    68 citations

  3. University of Macau

    Macao, Macao

    1 h-index

    1 publications

    23 citations

  4. Kansas State University

    Manhattan, United States

    1 h-index

    2 publications

    34 citations

  5. Politecnico di Milano

    Milan, Italy

    1 h-index

    2 publications

    28 citations

  6. Delft University of Technology

    Delft, The Netherlands

    1 h-index

    1 publications

    14 citations

  7. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    14 citations

  8. Tilburg University

    Tilburg, The Netherlands

    1 h-index

    1 publications

    33 citations

1–8 of 11

Venues

  1. Journal of Business and Psychology

    1 publications · 23 citations

    1

    h-index

  2. arXiv (Cornell University)

    Repository · 1 publications · 12 citations

    1

    h-index

  3. Economics Letters

    1 publications · 33 citations

    1

    h-index

  4. ACM Transactions on Information Systems

    1 publications · 10 citations

    1

    h-index

  5. AI & Society

    1 publications · 14 citations

    1

    h-index

1–5