Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment.

@inproceedings{zafar-2017-fairness, author = {Muhammad Bilal Zafar and Isabel Valera and Manuel Gomez-Rodriguez and Krishna P. Gummadi}, editor = {Rick Barrett and Rick Cummings and Eugene Agichtein and Evgeniy Gabrilovich}, title = {{Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment}}, booktitle = {{Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017}}, pages = {1171--1180}, publisher = {ACM}, year = {2017}, url = {https://doi.org/10.1145/3038912.3052660}, doi = {https://doi.org/10.1145/3038912.3052660} }