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…