What is Fairness? On Protected Attributes and Fictitious Worlds

Ludwig Bothmann, Kristina Peters, Bernd Bischl. What is Fairness? On Protected Attributes and Fictitious Worlds. 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 64-91, PMLR, 2025. [doi]

Abstract

Abstract is missing.