Corinna Hertweck

Personal profile

Position at the ZHAW

PhD Student in algorithmic fairness at IDP

fair-ai.ch

Educational background

MSc in Computer Science, 2020, University of Helsinki
BSc in Applied Computer Science, 2016, Baden-Württemberg Cooperative State University, Karlsruhe

Professional milestones

2019 - 2020: Research Assistent, research group "Algorithmic Data Science", University of Helsinki
2016 - 2018: Software Developer, Fiducia & GAD IT AG
2015: Web development internship, Rick Hansen Foundation

Membership of networks

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

Projects

• Socially acceptable AI and fairness trade-offs in predictive analytics / Team member / Project ongoing
• Machine learning and algorithms in social work / Team member / Project completed

Publications

• 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), pp. 509-522.

  Available from: https://doi.org/10.1007/s43681-021-00108-6

• 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.

  pp. 1-6.

  Available from: 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.

  FAccT '21: 2021 ACM Conference on Fairness, Accountability, and Transparency, Virtual Event, Canada, 3-10 March 2021.

  New York:

  Association for Computing Machinery.

  pp. 747-757.

  Available from: https://doi.org/10.1145/3442188.3445936

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