Bias Mitigation Framework for Intersectional Subgroups in Neural Networks

Narine Kokhlikyan, Bilal Alsallakh, Fulton Wang +3

We propose a fairness-aware learning framework that mitigates intersectional subgroup bias associated with protected attributes. Prior research has primarily focused on mitigating…