Flexibly Fair Representation Learning by Disentanglement

Elliot Creager, David Madras, Jörn-Henrik Jacobsen, Marissa Weis, Kevin Swersky, Toniann Pitassi, Richard S. Zemel. Flexibly Fair Representation Learning by Disentanglement. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 1436-1445, PMLR, 2019. [doi]

Abstract

Abstract is missing.