Fengyuan Yu
1 indexed paper
Recent (6 mo)
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126
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ML×1AI×1
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2026
Demystifying the Optimal Fair Classifier in Multi-Class Classification
This paper addresses the challenge of achieving optimal fairness and accuracy simultaneously in multi-class classification by proposing novel in-processing and post-processing algorithms that converge to the optimal Pareto frontier.
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Papers
cs.LGcs.AIRecentMay 30, 2026
Demystifying the Optimal Fair Classifier in Multi-Class Classification
Li Zhang, Yuyuan Li, XiaoHua Feng, Jiaming Zhang +2 more
This paper addresses the challenge of achieving optimal fairness and accuracy simultaneously in multi-class classification by proposing novel in-processing and post-processing algorithms that converge…
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