Rohan Ayyagari

Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections

Last-layer retraining methods have emerged as an efficient framework for correcting existing base models. Within this framework, several methods have been proposed to deal with correcting models for subgroup fairness with and without group membership information. Importantly, prior work has demonstr…