Private High-Dimensional Hypothesis Testing

3 March 2022

Papers citing "Private High-Dimensional Hypothesis Testing"

12 / 12 papers shown

Title
Optimal Algorithms for Augmented Testing of Discrete Distributions Maryam Aliakbarpour Piotr Indyk R. Rubinfeld Sandeep Silwal 66 0 0 01 Dec 2024
Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints T. T. Cai Abhinav Chakraborty Lasse Vuursteen FedML 34 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 30 1 0 10 Jun 2024
Differentially private Bayesian tests Abhisek Chakraborty Saptati Datta 8 1 0 27 Jan 2024
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity A. F. Pour Hassan Ashtiani S. Asoodeh 25 0 0 09 Dec 2023
The Full Landscape of Robust Mean Testing: Sharp Separations between Oblivious and Adaptive Contamination C. Canonne Samuel B. Hopkins Jungshian Li Allen Liu Shyam Narayanan AAML 23 4 0 18 Jul 2023
The Test of Tests: A Framework For Differentially Private Hypothesis Testing Zeki Kazan Kaiyan Shi Adam Groce Andrew Bray 16 9 0 08 Feb 2023
Instance-Optimal Differentially Private Estimation Audra McMillan Adam D. Smith Jonathan R. Ullman 27 5 0 28 Oct 2022
Private Identity Testing for High-Dimensional Distributions C. Canonne Gautam Kamath Audra McMillan Jonathan R. Ullman Lydia Zakynthinou 24 36 0 28 May 2019
Privately Learning High-Dimensional Distributions Gautam Kamath Jerry Li Vikrant Singhal Jonathan R. Ullman FedML 62 147 0 01 May 2018
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing Marco Gaboardi H. Lim Ryan M. Rogers Salil P. Vadhan 42 137 0 07 Feb 2016
Optimal hypothesis testing for high dimensional covariance matrices Tommaso Cai Zongming Ma 51 111 0 18 May 2012