80 citations · 182 across the 20 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.CY2022★ 80 cited
Tackling Algorithmic Disability Discrimination in the Hiring Process: An Ethical, Legal and Technical Analysis
Maarten Buyl, Christina Cociancig, Cristina Frattone +1
Tackling algorithmic discrimination against persons with disabilities (PWDs) demands a distinctive approach that is fundamentally different to that applied to other protected chara…
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…