From Implicit to Explicit Assumptions: Why There is No Fairness Without Bias-Awareness

Marco Favier, Toon Calders. From Implicit to Explicit Assumptions: Why There is No Fairness Without Bias-Awareness. In Hilde J. P. Weerts, Mykola Pechenizkiy, Doris Allhutter, Ana Maria CorrĂȘa, Thomas Grote, Cynthia Liem, editors, European Workshop on Algorithmic Fairness, 30-2 July 2025, Eindhoven University of Technology, Eindhoven, The Netherlands. Volume 294 of Proceedings of Machine Learning Research, pages 335-338, PMLR, 2025. [doi]

Abstract

Abstract is missing.