A mathematical programming framework exactly bounds achievable fairness within performance-constrained Rashomon sets under sparsity constraints, applied to scoring systems and decision diagrams.
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Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization
A mathematical programming framework exactly bounds achievable fairness within performance-constrained Rashomon sets under sparsity constraints, applied to scoring systems and decision diagrams.