An Operational Perspective to Fairness Interventions: Where and How to Intervene

Brian Hsu, Xiaotong Chen, Ying Han +2

As AI-based decision systems proliferate, their successful operationalization requires balancing multiple desiderata: predictive performance, disparity across groups, safeguarding…