Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach

Yueqing Liang, Canyu Chen, Tian Tian +1

Modern machine learning (ML) models are becoming increasingly popular and are widely used in decision-making systems. However, studies have shown critical issues of ML discriminati…