About the Cost of Central Privacy in Density Estimation

About the Cost of Central Privacy in Density Estimation

26 June 2023

Clément Lalanne

Aurélien Garivier

Rémi Gribonval

Papers citing "About the Cost of Central Privacy in Density Estimation"

5 / 5 papers shown

Title
Privately Learning Smooth Distributions on the Hypercube by Projections Clément Lalanne Sébastien Gadat 38 1 0 16 Sep 2024
Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints T. T. Cai Abhinav Chakraborty Lasse Vuursteen FedML 41 3 0 10 Jun 2024
Federated Nonparametric Hypothesis Testing with Differential Privacy Constraints: Optimal Rates and Adaptive Tests T. T. Cai Abhinav Chakraborty Lasse Vuursteen FedML 40 1 0 10 Jun 2024
On the Statistical Complexity of Estimation and Testing under Privacy Constraints Clément Lalanne Aurélien Garivier Rémi Gribonval 27 7 0 05 Oct 2022
Privately Learning High-Dimensional Distributions Gautam Kamath Jerry Li Vikrant Singhal Jonathan R. Ullman FedML 69 148 0 01 May 2018