Bipartite Ranking Fairness Through a Model Agnostic Ordering Adjustment

Recently, with the applications of algorithms in various risky scenarios, algorithmic fairness has been a serious concern and received lots of interest in machine learning community. In this article, we focus on the bipartite ranking scenario, where the instances come from either the positive or neg...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 11 vom: 05. Nov., Seite 13235-13249
Auteur principal:	Cui, Sen (Auteur)
Autres auteurs:	Pan, Weishen, Zhang, Changshui, Wang, Fei
Format:	Article en ligne
Langue:	English
Publié:	2023
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article