Fairness Risks for Group-conditionally Missing Demographics

Kaiqi Jiang, Wenzhe Fan, Mao Li +1

Fairness-aware classification models have gained increasing attention in recent years as concerns grow on discrimination against some demographic groups. Most existing models requi…