Utility–Separation Pareto Frontier: An Information-Theoretic Characterization

Published in , 2025

Summary

This work studies how separation constraints relate to predictive utility through an information-theoretic lens, formalizing the feasible trade-off region and clarifying which operating points are attainable.

Resources

  • Paper: (available on request / add link)

Recommended citation: Shizhou Xu. (2025). “Utility–Separation Pareto Frontier: An Information-Theoretic Characterization.”
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