Formalizes SBFC problem and introduces T-a-S-CS algorithm that achieves instance-specific lower bound on sample complexity asymptotically for fair policy selection.
Lemma 6 statesπ β π (w)=min π opt π (w), π feas π (w)
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Selection of the Best Policy under Fairness Constraints for Subpopulations
Formalizes SBFC problem and introduces T-a-S-CS algorithm that achieves instance-specific lower bound on sample complexity asymptotically for fair policy selection.