The Structure of Optimal Private Tests for Simple Hypotheses

The Structure of Optimal Private Tests for Simple Hypotheses

27 November 2018

Jonathan R. Ullman

Papers citing "The Structure of Optimal Private Tests for Simple Hypotheses"

19 / 19 papers shown

Title
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing Theshani Nuradha Mark M. Wilde 29 6 0 26 Jun 2024
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity A. F. Pour Hassan Ashtiani S. Asoodeh 36 0 0 09 Dec 2023
The Test of Tests: A Framework For Differentially Private Hypothesis Testing Zeki Kazan Kaiyan Shi Adam Groce Andrew Bray 23 9 0 08 Feb 2023
Contraction of Locally Differentially Private Mechanisms S. Asoodeh Huanyu Zhang 8 10 0 24 Oct 2022
Privacy Aware Experimentation over Sensitive Groups: A General Chi Square Approach R. Friedberg Ryan M. Rogers 21 3 0 17 Aug 2022
Hypothesis Testing for Differentially Private Linear Regression Daniel Alabi Salil P. Vadhan FedML 35 12 0 29 Jun 2022
Communication-constrained hypothesis testing: Optimality, robustness, and reverse data processing inequalities Ankit Pensia Varun Jog Po-Ling Loh 14 8 0 06 Jun 2022
Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size Wanrong Zhang Y. Mei Rachel Cummings 22 0 0 10 Apr 2022
Private High-Dimensional Hypothesis Testing Shyam Narayanan FedML 25 11 0 03 Mar 2022
Perturbed M-Estimation: A Further Investigation of Robust Statistics for Differential Privacy Aleksandra B. Slavkovic Roberto Molinari 17 5 0 05 Aug 2021
A Primer on Private Statistics Gautam Kamath Jonathan R. Ullman 33 48 0 30 Apr 2020
Differentially Private Assouad, Fano, and Le Cam Jayadev Acharya Ziteng Sun Huanyu Zhang FedML 18 57 0 14 Apr 2020
Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation Mark Bun Thomas Steinke 34 74 0 06 Jun 2019
Private Identity Testing for High-Dimensional Distributions C. Canonne Gautam Kamath Audra McMillan Jonathan R. Ullman Lydia Zakynthinou 30 36 0 28 May 2019
KNG: The K-Norm Gradient Mechanism M. Reimherr Jordan Awan 16 23 0 23 May 2019
The Role of Interactivity in Local Differential Privacy Matthew Joseph Jieming Mao Seth Neel Aaron Roth 25 64 0 07 Apr 2019
Profile-Based Privacy for Locally Private Computations J. Geumlek Kamalika Chaudhuri 11 17 0 21 Jan 2019
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing Marco Gaboardi H. Lim Ryan M. Rogers Salil P. Vadhan 45 137 0 07 Feb 2016
Sample Complexity Bounds on Differentially Private Learning via Communication Complexity Vitaly Feldman David Xiao 167 71 0 25 Feb 2014