Minimax AUC Fairness: Efficient Algorithm with Provable Convergence

Zhenhuan Yang, Yan Lok Ko, Kush R. Varshney +1

The use of machine learning models in consequential decision making often exacerbates societal inequity, in particular yielding disparate impact on members of marginalized groups d…