Decoupled Classifiers for Group-Fair and Efficient Machine Learning

Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai, Mark D. M. Leiserson. Decoupled Classifiers for Group-Fair and Efficient Machine Learning. In Sorelle A. Friedler, Christo Wilson, editors, Conference on Fairness, Accountability and Transparency, FAT 2018, 23-24 February 2018, New York, NY, USA. Volume 81 of Proceedings of Machine Learning Research, pages 119-133, PMLR, 2018. [doi]

Abstract

Abstract is missing.