Alpha and Prejudice: Improving $\hat{I}\pm$-sized Worst-case Fairness via Intrinsic Reweighting

Jing Li, Yinghua Yao, Yuangang Pan +3

Worst-case fairness with off-the-shelf demographics achieves group parity by maximizing the model utility of the worst-off group. Nevertheless, demographic information is often una…