Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization

Sangwon Jung, Taeeon Park, Sanghyuk Chun +1

Many existing group fairness-aware training methods aim to achieve the group fairness by either re-weighting underrepresented groups based on certain rules or using weakly approxim…