A privacy-boosting mechanism reweights DP noise to meet utility constraints, with new cases for relative error, fixed regions, and local randomized response.
Accuracy first: Selecting a differential privacy level for accuracy constrained erm,
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Meeting Utility Constraints in Differential Privacy: A Privacy-Boosting Approach
A privacy-boosting mechanism reweights DP noise to meet utility constraints, with new cases for relative error, fixed regions, and local randomized response.