Optimal Rates for Nonparametric Density Estimation under Communication Constraints

21 July 2021

Papers citing "Optimal Rates for Nonparametric Density Estimation under Communication Constraints"

9 / 9 papers shown

Title
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime Lasse Vuursteen 33 0 0 02 Nov 2024
Breaking the curse of dimensionality in structured density estimation Robert A. Vandermeulen Wai Ming Tai Bryon Aragam 21 0 0 10 Oct 2024
Privately Learning Smooth Distributions on the Hypercube by Projections Clément Lalanne Sébastien Gadat 30 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
About the Cost of Central Privacy in Density Estimation Clément Lalanne Aurélien Garivier Rémi Gribonval 23 3 0 26 Jun 2023
Private Statistical Estimation of Many Quantiles Clément Lalanne Aurélien Garivier Rémi Gribonval 16 5 0 14 Feb 2023
Continual Mean Estimation Under User-Level Privacy Anand George Lekshmi Ramesh A. V. Singh Himanshu Tyagi FedML 29 8 0 20 Dec 2022
On the Statistical Complexity of Estimation and Testing under Privacy Constraints Clément Lalanne Aurélien Garivier Rémi Gribonval 25 7 0 05 Oct 2022
A Few Interactions Improve Distributed Nonparametric Estimation, Optimally Jingbo Liu 13 3 0 01 Jul 2021