Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved

Jiahao Chen, Nathan Kallus, Xiaojie Mao, Geoffry Svacha, Madeleine Udell. Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved. In Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* 2019, Atlanta, GA, USA, January 29-31, 2019. pages 339-348, ACM, 2019. [doi]

@inproceedings{ChenKMSU19,
  title = {Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved},
  author = {Jiahao Chen and Nathan Kallus and Xiaojie Mao and Geoffry Svacha and Madeleine Udell},
  year = {2019},
  doi = {10.1145/3287560.3287594},
  url = {https://doi.org/10.1145/3287560.3287594},
  researchr = {https://researchr.org/publication/ChenKMSU19},
  cites = {0},
  citedby = {0},
  pages = {339-348},
  booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
  publisher = {ACM},
}