Concepedia

Fairness

Fairness is a normative construct in algorithmic systems that specifies criteria for equitable treatment and allocative justice, distinguishing itself from related ethical principles by focusing on the absence of discriminatory bias in automated decision-making processes with respect to sensitive attributes such as race, gender, or socioeconomic status.

6.2K

Publications

420.7K

Citations

14.3K

Authors

3.1K

Institutions

Publications per year

2017–2026

2.8K

Parents

Publications

6.2K

Rate control for communication networks: shadow prices, proportional fairness and stability

F. P. Kelly, A.K. Maulloo, D K H Tan · Journal of the Operational Research Society · 1998 · 5.1K citations

, , +15

How to generate and exchange secrets

Andrew Chi-Chih Yao · 1986 · 3.7K citations

, , +13

A Quantitative Measure Of Fairness And Discrimination For Resource Allocation In Shared Computer Systems

Rishabh Jain, Dah Ming Chiu, W. Hawe · ArXiv.org · 1998 · 3.6K citations · Full text

, , +15

Fairness through awareness

Cynthia Dwork, Moritz Hardt, Toniann Pitassi et al. · 2012 · 3.4K citations

, , +14

Charging and rate control for elastic traffic

F. P. Kelly · European Transactions on Telecommunications · 1997 · 3K citations · Full text

, , +16

1–5 of 6.2K

Authors

14.3K

  1. EF
    Ernst Fehr

    University of Zurich, Switzerland

    34 publications · 7.8K citations

    27

    h-index

  2. KP
    Krishna P. Gummadi

    Max Planck Institute for Software Systems, Germany

    24 publications · 2.7K citations

    20

    h-index

  3. AR
    Aaron Roth

    University of Pennsylvania, United States

    19 publications · 2.3K citations

    17

    h-index

  4. AW
    Adrian Weller

    University of Cambridge, United Kingdom

    17 publications · 1.1K citations

    16

    h-index

  5. HV
    H. Vincent Poor

    Princeton University, United States

    16 publications · 1.2K citations

    15

    h-index

1–5 of 14.3K

Institutions

3.1K

  1. Carnegie Mellon University

    Pittsburgh, United States

    46 h-index

    166 publications

    19.6K citations

  2. University of Oxford

    Oxford, United Kingdom

    36 h-index

    136 publications

    14.4K citations

  3. University College London

    London, United Kingdom

    34 h-index

    101 publications

    9K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    34 h-index

    106 publications

    7.8K citations

  5. Stanford University

    Stanford, United States

    33 h-index

    94 publications

    10.3K citations

  6. University of Maryland, College Park

    College Park, United States

    33 h-index

    121 publications

    7.7K citations

  7. University of California, Berkeley

    Berkeley, United States

    33 h-index

    117 publications

    10.5K citations

  8. Harvard University

    Cambridge, United States

    32 h-index

    92 publications

    10.8K citations

1–8 of 3.1K

Venues

  1. arXiv (Cornell University)

    Repository · 298 publications · 13.3K citations

    49

    h-index

  2. IEEE Transactions on Wireless Communications

    97 publications · 7.8K citations

    42

    h-index

  3. IEEE Transactions on Vehicular Technology

    100 publications · 4.5K citations

    40

    h-index

  4. SSRN Electronic Journal

    Repository · 140 publications · 5.2K citations

    38

    h-index

  5. IEEE/ACM Transactions on Networking

    TON · 52 publications · 9.7K citations

    37

    h-index

1–5