Accounting for Model Uncertainty in Algorithmic Discrimination
Author:
Affiliation:
1. Max Planck Institute for Software Systems, Saarbrücken, Germany
2. Max Planck Institute for Informatics, Saarbrücken, Germany
Funder
European Research Council
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3461702.3462630
Reference27 articles.
1. Loss-Aversively Fair Classification
2. Leo Breiman et al. 2001. Statistical modeling: The two cultures (with comments and a rejoinder by the author). Statistical science Vol. 16 3 (2001) 199--231. Leo Breiman et al. 2001. Statistical modeling: The two cultures (with comments and a rejoinder by the author). Statistical science Vol. 16 3 (2001) 199--231.
3. Sam Corbett-Davies Emma Pierson Avi Feller Sharad Goel and Aziz Huq. 2017. Algorithmic Decision Making and the Cost of Fairness. In KDD. Sam Corbett-Davies Emma Pierson Avi Feller Sharad Goel and Aziz Huq. 2017. Algorithmic Decision Making and the Cost of Fairness. In KDD.
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