Towards fairness-aware multi-objective optimization

Abstract Recent years have seen the rapid development of fairness-aware machine learning in mitigating unfairness or discrimination in decision-making in a wide range of applications. However, much less attention has been paid to the fairness-aware multi-objective optimization, which is indeed commo...

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Bibliographic Details
Main Authors: Guo Yu, Lianbo Ma, Xilu Wang, Wei Du, Wenli Du, Yaochu Jin
Format: Article
Language:English
Published: Springer 2024-11-01
Series:Complex & Intelligent Systems
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Online Access:https://doi.org/10.1007/s40747-024-01668-w
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