Fairness improvement for black-box classifiers with Gaussian process

Authors

Keywords

Fair classifier, Post-processing, Gaussian process, Classification, Discrimination-aware data mining, Fairness in machine learning, Black-box pre-trained classifier

Journal

INFORMATION SCIENCES

Volume 576, Issue -, Pages 542-556

Publisher

Elsevier BV

Online

2021-06-29

DOI

10.1016/j.ins.2021.06.095

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