Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements

Alex Beutel, Jilin Chen, Tulsee Doshi, Hai Qian, Allison Woodruff, Christine Luu, Pierre Kreitmann, Jonathan Bischof, Ed H. Chi. Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements. 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 453-459, ACM, 2019. [doi]

@inproceedings{BeutelCDQWLKBC19,
  title = {Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements},
  author = {Alex Beutel and Jilin Chen and Tulsee Doshi and Hai Qian and Allison Woodruff and Christine Luu and Pierre Kreitmann and Jonathan Bischof and Ed H. Chi},
  year = {2019},
  doi = {10.1145/3306618.3314234},
  url = {https://doi.org/10.1145/3306618.3314234},
  researchr = {https://researchr.org/publication/BeutelCDQWLKBC19},
  cites = {0},
  citedby = {0},
  pages = {453-459},
  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},
}