Label Noise Robustness for Domain-Agnostic Fair Corrections via Nearest Neighbors Label Spreading

Nathan Stromberg, Rohan Ayyagari, Sanmi Koyejo +2

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 cor…