DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision

Sungwon Han, Seungeon Lee, Fangzhao Wu +5

Algorithmic fairness has become an important machine learning problem, especially for mission-critical Web applications. This work presents a self-supervised model, called DualFair…