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cs.CR2025
Differentially Private Nonparametric Confidence Intervals Under Minimal Distributional Assumptions
Tomer Shoham, Moshe Shenfeld, Noa Velner-Harris +1
We consider the problem of constructing differentially private nonparametric confidence intervals (CIs) for an arbitrary quantity using resampling. A growing body of work has adapt…
cs.CR2021
Adjusting Queries to Statistical Procedures Under Differential Privacy
Tomer Shoham, Yosef Rinott
We consider a dataset held by an agency, and a vector query of interest, , to be posed by an analyst, which contains the information required for certain…