Multiaccuracy: Black-Box Post-Processing for Fairness in Classification

Michael P. Kim, Amirata Ghorbani, James Y. Zou. Multiaccuracy: Black-Box Post-Processing for Fairness in Classification. In Vincent Conitzer, Gillian K. Hadfield, Shannon Vallor, editors, Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2019, Honolulu, HI, USA, January 27-28, 2019. pages 247-254, ACM, 2019. [doi]

@inproceedings{KimGZ19,
  title = {Multiaccuracy: Black-Box Post-Processing for Fairness in Classification},
  author = {Michael P. Kim and Amirata Ghorbani and James Y. Zou},
  year = {2019},
  doi = {10.1145/3306618.3314287},
  url = {https://doi.org/10.1145/3306618.3314287},
  researchr = {https://researchr.org/publication/KimGZ19},
  cites = {0},
  citedby = {0},
  pages = {247-254},
  booktitle = {Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2019, Honolulu, HI, USA, January 27-28, 2019},
  editor = {Vincent Conitzer and Gillian K. Hadfield and Shannon Vallor},
  publisher = {ACM},
  isbn = {978-1-4503-6324-2},
}