A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity

Hoda Heidari, Michele Loi, Krishna P. Gummadi, Andreas Krause. A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity. In Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* 2019, Atlanta, GA, USA, January 29-31, 2019. pages 181-190, ACM, 2019. [doi]

@inproceedings{HeidariLGK19,
  title = {A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity},
  author = {Hoda Heidari and Michele Loi and Krishna P. Gummadi and Andreas Krause},
  year = {2019},
  doi = {10.1145/3287560.3287584},
  url = {https://doi.org/10.1145/3287560.3287584},
  researchr = {https://researchr.org/publication/HeidariLGK19},
  cites = {0},
  citedby = {0},
  pages = {181-190},
  booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
  publisher = {ACM},
}