Local differential privacy: Elbow effect in optimal density estimation and adaptation over Besov ellipsoids

Cristina Butucea, Amandine Dubois, Martin Kroll +1

We address the problem of non-parametric density estimation under the additional constraint that only privatised data are allowed to be published and available for inference. For t…