Towards multi-purpose locally differentially-private synthetic data release via spline wavelet plug-in estimation

Thibault Randrianarisoa, Lukas Steinberger, Botond Szabó

We develop plug-in estimators for locally differentially private semi-parametric estimation via spline wavelets. The approach leads to optimal rates of convergence for a large clas…