Towards Data-Driven Affirmative Action Policies under Uncertainty. - Corinna Hertweck; Carlos Castillo 001; Michael Mathioudakis (CoRR, 2020)

On the Moral Justification of Statistical Parity. - Corinna Hertweck; Christoph Heitz; Michele Loi (FAccT, 2021)

A Systematic Approach to Group Fairness in Automated Decision Making. - Corinna Hertweck; Christoph Heitz (SDS, 2021)

Gradual (In)Compatibility of Fairness Criteria. - Corinna Hertweck; Tim Räz (AAAI, 2022)

People are not coins: Morally distinct types of predictions necessitate different fairness constraints. - Eleonora Viganò; Corinna Hertweck; Christoph Heitz; Michele Loi (FAccT, 2022)

Bias, awareness, and ignorance in deep-learning-based face recognition. - Samuel Wehrli; Corinna Hertweck; Mohammadreza Amirian; Stefan Glüge; Thilo Stadelmann (AI Ethics, 2022)

A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs. - Corinna Hertweck; Joachim Baumann 002; Michele Loi; Eleonora Viganò; Christoph Heitz (CoRR, 2022)

Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics. - Joachim Baumann 002; Corinna Hertweck; Michele Loi; Christoph Heitz (CoRR, 2022)

Designing Affirmative Action Policies under Uncertainty. - Corinna Hertweck; Carlos Castillo 001; Michael Mathioudakis (J. Learn. Anal., 2022)

Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making. - Joachim Baumann 002; Corinna Hertweck; Michele Loi; Christoph Heitz (EWAF, 2023)

FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit. - Corinna Hertweck; Joachim Baumann 002; Michele Loi; Christoph Heitz (EWAF, 2023)

What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from a Perspective of Approximate Justice. - Corinna Hertweck; Christoph Heitz; Michele Loi (AIES (1), 2024)

20% Increase in Fairness for Black Applicants": a Critical Examination of Fairness Measurements Offered by Startups. - Corinna Hertweck; Maya Guido (EWAF, 2024)

Group Fairness Refocused: Assessing the Social Impact of ML Systems. - Corinna Hertweck; Michele Loi; Christoph Heitz (SDS, 2024)

Discrimination for the sake of fairness by design and its legal framework. - Holly Hoch; Corinna Hertweck; Michele Loi; Aurelia Tamò-Larrieux (Comput. Law Secur. Rev., 2024)