Inference-Time Rule Eraser: Fair Recognition via Distilling and Removing Biased Rules

Yi Zhang, Dongyuan Lu, Jitao Sang

Machine learning models often make predictions based on biased features such as gender, race, and other social attributes, posing significant fairness risks, especially in societal…