45 citations · 134 across the 21 of their papers we have counts for
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cs.CY2022★ 37 cited
Inherent Limitations of AI Fairness
Maarten Buyl, Tijl De Bie
As the real-world impact of Artificial Intelligence (AI) systems has been steadily growing, so too have these systems come under increasing scrutiny. In response, the study of AI f…
cs.LG2022★ 2 cited
Optimal Transport of Classifiers to Fairness
Maarten Buyl, Tijl De Bie
In past work on fairness in machine learning, the focus has been on forcing the prediction of classifiers to have similar statistical properties for people of different demographic…