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Empirical Inference Probabilistic Learning Group Article 2019

Fairness Constraints: A Flexible Approach for Fair Classification

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Probabilistic Learning Group
Isabel Valera

Author(s): Zafar, M. B. and Valera, I. and Gomez-Rodriguez, M. and Gummadi, K. P.
Journal: Journal of Machine Learning Research
Volume: 20
Number (issue): 75
Pages: 1--42
Year: 2019
Project(s):
Bibtex Type: Article (article)
State: Published
URL: http://jmlr.org/papers/v20/18-262.html
Electronic Archiving: grant_archive

BibTex 

@article{ZafValGomGum19,
  title = {Fairness Constraints: A Flexible Approach for Fair Classification},
  journal = {Journal of Machine Learning Research},
  volume = {20},
  number = {75},
  pages = {1--42},
  year = {2019},
  slug = {zafvalgomgum19},
  author = {Zafar, M. B. and Valera, I. and Gomez-Rodriguez, M. and Gummadi, K. P.},
  url = {http://jmlr.org/papers/v20/18-262.html}
}