Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness

Michael J. Kearns, Seth Neel, Aaron Roth, Zhiwei Steven Wu. Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 2569-2577, JMLR.org, 2018. [doi]

Abstract

Abstract is missing.