Concepedia

Machine Learning Ethics

Machine Learning Ethics is a normative framework within the philosophy of artificial intelligence that systematically evaluates the moral implications, responsibilities, and societal impacts arising from the design, deployment, and governance of machine learning systems.

623

Publications

51.7K

Citations

1.6K

Authors

741

Institutions

Publications per year

2017–2026

598

Parents

Publications

623

The global landscape of AI ethics guidelines

Anna Jobin, Marcello Ienca, Effy Vayena · Nature Machine Intelligence · 2019 · 5K citations · Full text

, , +13

GPT-3: Its Nature, Scope, Limits, and Consequences

Luciano Floridi, Massimo Chiriatti · Minds and Machines · 2020 · 2.2K citations · Full text

, , +13

European Union Regulations on Algorithmic Decision Making and a “Right to Explanation”

Bryce Goodman, Seth Flaxman · AI Magazine · 2017 · 2.1K citations · Full text

, , +17

Implementing Machine Learning in Health Care — Addressing Ethical Challenges

Danton Char, Nigam H. Shah, David Magnus · New England Journal of Medicine · 2018 · 1.6K citations · Full text

, , +17

Bias in data‐driven artificial intelligence systems—An introductory survey

Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2020 · 989 citations · Full text

, , +17

1–5 of 623

Authors

1.6K

  1. LF
    Luciano Floridi

    University of Oxford, United Kingdom

    14 publications · 5K citations

    14

    h-index

  2. JM
    Jessica Morley

    University of Oxford, United Kingdom

    9 publications · 1.5K citations

    9

    h-index

  3. MD
    Melissa D. McCradden

    Hospital for Sick Children, Canada

    6 publications · 589 citations

    6

    h-index

  4. TH
    Thilo Hagendorff

    University of Tübingen, Germany

    6 publications · 340 citations

    6

    h-index

  5. LS
    Luke Stark

    New York University, United States

    4 publications · 537 citations

    5

    h-index

1–5 of 1.6K

Institutions

741

  1. University of Oxford

    Oxford, United Kingdom

    21 h-index

    47 publications

    11.3K citations

  2. Stanford University

    Stanford, United States

    15 h-index

    29 publications

    3.3K citations

  3. University of Cambridge

    Cambridge, United Kingdom

    12 h-index

    34 publications

    2.6K citations

  4. The Alan Turing Institute

    London, United Kingdom

    12 h-index

    16 publications

    6K citations

  5. New York University

    New York, United States

    11 h-index

    21 publications

    1K citations

  6. University of Tübingen

    Tübingen, Germany

    11 h-index

    13 publications

    1.5K citations

  7. University of Washington

    Seattle, United States

    11 h-index

    16 publications

    1.2K citations

  8. Internet Society

    Fredericksburg, United States

    10 h-index

    21 publications

    4.1K citations

1–8 of 741

Venues

  1. arXiv (Cornell University)

    Repository · 40 publications · 1.4K citations

    23

    h-index

  2. SSRN Electronic Journal

    Repository · 28 publications · 1.8K citations

    19

    h-index

  3. AI and Ethics

    14 publications · 883 citations

    14

    h-index

  4. AI & Society

    14 publications · 1.1K citations

    14

    h-index

  5. 2022 ACM Conference on Fairness, Accountability, and Transparency

    Conference · 8 publications · 397 citations

    10

    h-index

1–5