Corinna Hertweck

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

External Events

Resource Allocation

Sensing Actions

Decision Making

Top Venues

J. Learn. Anal.

Publications

Holly Hoch, Corinna Hertweck, Michele Loi, Aurelia Tamò-Larrieux
Discrimination for the sake of fairness by design and its legal framework. Comput. Law Secur. Rev. 52 (2024)
Corinna Hertweck, Christoph Heitz, Michele Loi
What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from the Perspective of Approximate Justice. CoRR (2024)
Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz
Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making. EWAF (2023)
Corinna Hertweck, Joachim Baumann, Michele Loi, Christoph Heitz
FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit. EWAF (2023)
Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
People are not coins: Morally distinct types of predictions necessitate different fairness constraints. FAccT (2022)
Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
People are not coins. Morally distinct types of predictions necessitate different fairness constraints. CoRR (2022)
Corinna Hertweck, Tim Räz
Gradual (In)Compatibility of Fairness Criteria. AAAI (2022)
Corinna Hertweck, Carlos Castillo, Michael Mathioudakis
Designing Affirmative Action Policies under Uncertainty. J. Learn. Anal. 9 (2) (2022)
Samuel Wehrli, Corinna Hertweck, Mohammadreza Amirian, Stefan Glüge, Thilo Stadelmann
Bias, awareness, and ignorance in deep-learning-based face recognition. AI Ethics 2 (3) (2022)
Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz
Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics. CoRR (2022)
Corinna Hertweck, Joachim Baumann, Michele Loi, Eleonora Viganò, Christoph Heitz
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs. CoRR (2022)
Corinna Hertweck, Christoph Heitz
A Systematic Approach to Group Fairness in Automated Decision Making. SDS (2021)
Corinna Hertweck, Christoph Heitz
A Systematic Approach to Group Fairness in Automated Decision Making. CoRR (2021)
Corinna Hertweck, Tim Räz
Gradual (In)Compatibility of Fairness Criteria. CoRR (2021)
Corinna Hertweck, Christoph Heitz, Michele Loi
On the Moral Justification of Statistical Parity. FAccT (2021)
Corinna Hertweck, Carlos Castillo, Michael Mathioudakis
Towards Data-Driven Affirmative Action Policies under Uncertainty. CoRR (2020)
Corinna Hertweck, Christoph Heitz, Michele Loi
On the Moral Justification of Statistical Parity. CoRR (2020)