@inproceedings{NEURIPS2022_698c0593, author = {Lohaus, Michael and Kleindessner, Matth\"{a}us and Kenthapadi, Krishnaram and Locatello, Francesco and Russell, Chris}, booktitle = {Advances in Neural Information Processing Systems}, editor = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh}, pages = {16548--16562}, publisher = {Curran Associates, Inc.}, title = {Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks}, url = {https://proceedings.neurips.cc/paper_files/paper/2022/file/698c05933e5f7fde98e567a669d2c752-Paper-Conference.pdf}, volume = {35}, year = {2022} }