Si-Hyeon Lee
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2026
Optimal Privacy-Utility Trade-Offs in LDP: Functional and Geometric Perspectives
The paper develops a unified theoretical framework to systematically characterize the optimal privacy-utility trade-off (PUT) and optimal Local Differential Privacy (LDP) channels for general statistical decision-making problems.
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