A black-box resampling procedure produces asymptotically valid and tight differentially private nonparametric confidence intervals for arbitrary quantities from any suitable private estimator.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Differentially Private Nonparametric Confidence Intervals Under Minimal Distributional Assumptions
A black-box resampling procedure produces asymptotically valid and tight differentially private nonparametric confidence intervals for arbitrary quantities from any suitable private estimator.