Fair predictions in health

Publikacje

Is calibration a fairness requirement?: An argument from the point of view of moral philosophy and decision theory

Autorzy: Michele Loi, Christoph Heitz
Opublikowane w: FAccT '22: Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency, Numer June 21 - 24, 2022, 2022, Strona(/y) 2026–2034
Wydawca: Association for Computing Machinery
DOI: 10.1145/3531146.3533245

People are not coins: Morally distinct types of predictions necessitate different fairness constraints

Autorzy: Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
Opublikowane w: FAccT '22: Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency, Numer June 21-24, 2022, 2022, Strona(/y) 2293–2301
Wydawca: Association for Computing Machinery
DOI: 10.1145/3531146.3534643

How I Would have been Differently Treated. Discrimination Through the Lens of Counterfactual Fairness

Autorzy: Michele Loi; Francesco Nappo; Eleonora Viganò
Opublikowane w: Res Publica, Numer 29 (2023), 2023, Strona(/y) 185-211, ISSN 1572-8692
Wydawca: Springer
DOI: 10.1007/s11158-023-09586-3

The Fair Chances in Algorithmic Fairness: A Response to Holm

Autorzy: Clinton Castro, Michele Loi
Opublikowane w: Res Publica, Numer 29 (2023), 2023, Strona(/y) 331-337, ISSN 1572-8692
Wydawca: Springer
DOI: 10.1007/s11158-022-09570-3

Fair equality of chances for prediction-based decisions

Autorzy: Michele Loi, Anders Herlitz, Hoda Heidari
Opublikowane w: Economics and Philosophy, 2023, ISSN 1474-0028
Wydawca: Cambridge University Press
DOI: 10.1017/s0266267123000342

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