Patrick Oliver Schenk, Christoph Kern 0001, Trent Buskirk. Fares on Fairness: Using a Total Error Framework to Examine the Role of Measurement and Representation in Training Data on Model Fairness and Bias. In Hilde J. P. Weerts, Mykola Pechenizkiy, Doris Allhutter, Ana Maria Corrêa, 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 187-211, PMLR, 2025. [doi]
Abstract is missing.