PAC-Bayes and Fairness: Risk and Fairness Bounds on Distribution Dependent Fair Priors

Luca Oneto, Michele Donini, Massimiliano Pontil. PAC-Bayes and Fairness: Risk and Fairness Bounds on Distribution Dependent Fair Priors. In 27th European Symposium on Artificial Neural Networks, ESANN 2019, Bruges, Belgium, April 24-26, 2019. 2019. [doi]

@inproceedings{OnetoDP19,
  title = {PAC-Bayes and Fairness: Risk and Fairness Bounds on Distribution Dependent Fair Priors},
  author = {Luca Oneto and Michele Donini and Massimiliano Pontil},
  year = {2019},
  url = {http://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2019-77.pdf},
  researchr = {https://researchr.org/publication/OnetoDP19},
  cites = {0},
  citedby = {0},
  booktitle = {27th European Symposium on Artificial Neural Networks, ESANN 2019, Bruges, Belgium, April 24-26, 2019},
}