Haoyu Lei, Amin Gohari, Farzan Farnia. On the Inductive Biases of Demographic Parity-based Fair Learning Algorithms. In Negar Kiyavash, Joris M. Mooij, editors, Uncertainty in Artificial Intelligence, 15-19 July 2024, Universitat Pompeu Fabra, Barcelona, Spain. Volume 244 of Proceedings of Machine Learning Research, pages 2205-2225, PMLR, 2024. [doi]
Abstract is missing.