Corinna Hertweck

Netzwerk

Mitglied in Netzwerken

• MD4SG
• PhD students in AI ethics
• PhD Network in Data Science
• Data Ethics Expert Group

Projekte

• Socially acceptable AI and fairness trade-offs in predictive analytics / Teammitglied / Projekt laufend
• Machine Learning und Algorithmen in der Sozialen Arbeit / Teammitglied / Projekt abgeschlossen

Publikationen

• Wehrli, Samuel; Hertweck, Corinna; Amirian, Mohammadreza; Glüge, Stefan; Stadelmann, Thilo,

  2021.

  Bias, awareness, and ignorance in deep-learning-based face recognition.

  AI and Ethics.

  2(3), S. 509-522.

  Verfügbar unter: https://doi.org/10.1007/s43681-021-00108-6

• Viganò, Eleonora; Hertweck, Corinna; Heitz, Christoph; Loi, Michele,

  2022.

  People are not coins : morally distinct types of predictions necessitate different fairness constraints [Paper].

  In:

  Faact '22: Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency.

  5th ACM Conference on Fairness, Accountability, and Transparency (FAccT), Seoul, Republic of Korea, 21–24 June, 2022.

  New York:

  Association for Computing Machinery.

  S. 2293-2301.

  Verfügbar unter: https://doi.org/10.1145/3531146.3534643

• Hertweck, Corinna; Räz, Tim,

  2022.

  Gradual (in)compatibility of fairness criteria [Paper].

  In:

  Proceedings of the 36th AAAI Conference on Artificial Intelligence : Vol. 36 No. 11: IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations.

  36th AAAI Conference on Artificial Intelligence, online, 22 February–1 March 2022.

  Palo Alto, CA:

  Association for the Advancement of Artificial Intelligence.

  S. 11926-11934.

  Verfügbar unter: https://doi.org/10.1609/aaai.v36i11.21450

• Hertweck, Corinna; Heitz, Christoph,

  2021.

  A systematic approach to group fairness in automated decision making [Paper].

  In:

  Proceedings of the 8th SDS.

  8th Swiss Conference on Data Science, Lucerne, Switzerland, 9 June 2021.

  IEEE.

  S. 1-6.

  Verfügbar unter: https://doi.org/10.1109/SDS51136.2021.00008

• Hertweck, Corinna; Heitz, Christoph; Loi, Michele,

  2021.

  On the moral justification of statistical parity [Paper].

  In:

  Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency.

  4th ACM Conference on Fairness, Accountability, and Transparency (FAccT), online, 3-10 March 2021.

  New York:

  Association for Computing Machinery.

  S. 747-757.

  Verfügbar unter: https://doi.org/10.1145/3442188.3445936

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