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]

Authors

Luca Oneto

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Michele Donini

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Massimiliano Pontil

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