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Found 3 papers, 1 papers with code
Non-parametric Differentially Private Confidence Intervals for the Median
Differential privacy is a restriction on data processing algorithms that provides strong confidentiality guarantees for individual records in the data.
Controlling Privacy Loss in Sampling Schemes: an Analysis of Stratified and Cluster Sampling
Sampling schemes are fundamental tools in statistics, survey design, and algorithm design.
Differentially Private Simple Linear Regression
Economics and social science research often require analyzing datasets of sensitive personal information at fine granularity, with models fit to small subsets of the data.
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