Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms

26 May 2020

Papers citing "Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms"

27 / 27 papers shown

Title
Optimal Algorithms for Augmented Testing of Discrete Distributions Maryam Aliakbarpour Piotr Indyk R. Rubinfeld Sandeep Silwal 79 0 0 01 Dec 2024
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime Lasse Vuursteen 38 0 0 02 Nov 2024
Distribution-Aware Mean Estimation under User-level Local Differential Privacy Corentin Pla Hugo Richard Maxime Vono FedML 39 0 0 12 Oct 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
Evolving privacy: drift parameter estimation for discretely observed i.i.d. diffusion processes under LDP Chiara Amorino A. Gloter Hélene Halconruy 20 1 0 31 Jan 2024
Private Federated Learning with Autotuned Compression Enayat Ullah Christopher A. Choquette-Choo Peter Kairouz Sewoong Oh FedML 15 6 0 20 Jul 2023
Minimax rate for multivariate data under componentwise local differential privacy constraints Chiara Amorino A. Gloter 39 2 0 17 May 2023
Sparse Signal Detection in Heteroscedastic Gaussian Sequence Models: Sharp Minimax Rates J. Chhor Rajarshi Mukherjee Subhabrata Sen 29 5 0 15 Nov 2022
Adaptive pointwise density estimation under local differential privacy Sandra Schluttenhofer Jan Johannes 173 2 0 15 Jun 2022
Network change point localisation under local differential privacy Mengchu Li Thomas B. Berrett Yi Yu 27 7 0 14 May 2022
Nonparametric extensions of randomized response for private confidence sets Ian Waudby-Smith Zhiwei Steven Wu Aaditya Ramdas 28 9 0 17 Feb 2022
Robust Estimation of Discrete Distributions under Local Differential Privacy J. Chhor Flore Sentenac FedML 21 10 0 14 Feb 2022
On robustness and local differential privacy Mengchu Li Thomas B. Berrett Yi Yu 24 24 0 03 Jan 2022
Uniformity Testing in the Shuffle Model: Simpler, Better, Faster C. Canonne Hongyi Lyu FedML 26 6 0 20 Aug 2021
Locally differentially private estimation of nonlinear functionals of discrete distributions C. Butucea Yann Issartel 23 3 0 08 Jul 2021
Goodness-of-fit testing for Hölder continuous densities under local differential privacy A. Dubois Thomas B. Berrett C. Butucea 24 4 0 06 Jul 2021
Locally private online change point detection Thomas B. Berrett Yi Yu 28 13 0 22 May 2021
Inference under Information Constraints III: Local Privacy Constraints Jayadev Acharya C. Canonne Cody R. Freitag Ziteng Sun Himanshu Tyagi 33 35 0 20 Jan 2021
Sharp Local Minimax Rates for Goodness-of-Fit Testing in multivariate Binomial and Poisson families and in multinomials J. Chhor Alexandra Carpentier 13 8 0 26 Dec 2020
Contraction of $E_γ$ -Divergence and Its Applications to Privacy S. Asoodeh Mario Díaz Flavio du Pin Calmon 33 0 0 20 Dec 2020
Phase transitions for support recovery under local differential privacy C. Butucea A. Dubois Adrien Saumard FedML 27 3 0 30 Nov 2020
Strongly universally consistent nonparametric regression and classification with privatised data Thomas B. Berrett László Gyorfi Harro Walk 16 15 0 31 Oct 2020
Adaptive spectral density estimation by model selection under local differential privacy Martin Kroll 17 2 0 08 Oct 2020
Interactive Inference under Information Constraints Jayadev Acharya C. Canonne Yuhan Liu Ziteng Sun Himanshu Tyagi 31 35 0 21 Jul 2020
Interactive versus non-interactive locally differentially private estimation: Two elbows for the quadratic functional C. Butucea Angelika Rohde Lukas Steinberger 52 14 0 10 Mar 2020
Geometric Lower Bounds for Distributed Parameter Estimation under Communication Constraints Yanjun Han Ayfer Özgür Tsachy Weissman 40 90 0 23 Feb 2018
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing Marco Gaboardi H. Lim Ryan M. Rogers Salil P. Vadhan 45 138 0 07 Feb 2016