Efficient Estimation of a Gaussian Mean with Local Differential Privacy

Nikita P. Kalinin, Lukas Steinberger

In this paper we study the problem of estimating the unknown mean $\theta$ of a unit variance Gaussian distribution in a locally differentially private (LDP) way. In the high-privacy re…