TARA: Training and Representation Alteration for AI Fairness and Domain Generalization

William Paul, Armin Hadzic, Neil Joshi +2

We propose a novel method for enforcing AI fairness with respect to protected or sensitive factors. This method uses a dual strategy performing training and representation alterati…