Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation

Josh Gardner, Zoran Popović, Ludwig Schmidt

Researchers have proposed many methods for fair and robust machine learning, but comprehensive empirical evaluation of their subgroup robustness is lacking. In this work, we addres…