Selection of the Best Policy under Fairness Constraints for Subpopulations

ArXi:2605.09945v1 Announce Type: new Many high-stakes decisions in health care, public policy, and clinical development require committing to a single policy that will be applied uniformly across a heterogeneous population. Regulatory and fairness standards sometime requires that the chosen policy performs adequately in every pre-specified subpopulation, not only on average.