One-Shot Private Confidence Regions via Resampling
arXiv:2610.08460v1 Announce Type: new Abstract: We propose a simple framework for constructing differentially private confidence regions \textit{in one shot}, i.e., by adding noise only to the final resampling quantile instead of privatizing the estimator computed on each resample. The cost of priv…
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- 2026-10-07 04:00 · arXiv stat.ML
One-Shot Private Confidence Regions via Resampling