Bias Mitigation Framework for Intersectional Subgroups in Neural Networks

no code implementations • 26 Dec 2022 • Narine Kokhlikyan, Bilal Alsallakh, Fulton Wang, Vivek Miglani, Oliver Aobo Yang, David Adkins

We propose a fairness-aware learning framework that mitigates intersectional subgroup bias associated with protected attributes.

Fairness