On Learning Fairness and Accuracy on Multiple Subgroups

Changjian Shui, Gezheng Xu, Qi Chen +5

We propose an analysis in fair learning that preserves the utility of the data while reducing prediction disparities under the criteria of group sufficiency. We focus on the scenar…