Differentially Private Nonparametric Hypothesis Testing

22 March 2019

Papers citing "Differentially Private Nonparametric Hypothesis Testing"

26 / 26 papers shown

Title
Robust Kernel Hypothesis Testing under Data Corruption Antonin Schrab Ilmun Kim 96 4 0 30 May 2024
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries? Ileana Montoya Perez P. Movahedi Valtteri Nieminen A. Airola T. Pahikkala 57 5 0 20 Mar 2024
Differentially private Bayesian tests Abhisek Chakraborty Saptati Datta 44 1 0 27 Jan 2024
DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning S. Giddens Fan Liu 60 1 0 19 Sep 2023
Differentially Private Conditional Independence Testing Iden Kalemaj S. Kasiviswanathan Aaditya Ramdas 37 0 0 11 Jun 2023
Simulation-based, Finite-sample Inference for Privatized Data Jordan Awan Zhanyu Wang 96 8 0 09 Mar 2023
The Test of Tests: A Framework For Differentially Private Hypothesis Testing Zeki Kazan Kaiyan Shi Adam Groce Andrew Bray 56 9 0 08 Feb 2023
Privacy Aware Experimentation over Sensitive Groups: A General Chi Square Approach R. Friedberg Ryan M. Rogers 51 3 0 17 Aug 2022
Differentially Private Kolmogorov-Smirnov-Type Tests Jordan Awan Yue Wang 67 5 0 12 Aug 2022
Analyzing the Differentially Private Theil-Sen Estimator for Simple Linear Regression Jayshree Sarathy Salil P. Vadhan 64 7 0 27 Jul 2022
Hypothesis Testing for Differentially Private Linear Regression Daniel Alabi Salil P. Vadhan FedML 73 13 0 29 Jun 2022
Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size Wanrong Zhang Y. Mei Rachel Cummings 79 0 0 10 Apr 2022
Private High-Dimensional Hypothesis Testing Shyam Narayanan FedML 80 12 0 03 Mar 2022
Nonparametric extensions of randomized response for private confidence sets Ian Waudby-Smith Zhiwei Steven Wu Aaditya Ramdas 87 9 0 17 Feb 2022
Multivariate Mean Comparison under Differential Privacy Martin Dunsche T. Kutta Holger Dette 153 5 0 15 Oct 2021
Non-parametric Differentially Private Confidence Intervals for the Median Joerg Drechsler Ira Globus-Harris Audra McMillan Jayshree Sarathy Adam D. Smith 98 13 0 18 Jun 2021
Differentially Private Simple Linear Regression Daniel Alabi Audra McMillan Jayshree Sarathy Adam D. Smith Salil P. Vadhan 53 55 0 10 Jul 2020
Parametric Bootstrap for Differentially Private Confidence Intervals Cecilia Ferrando Shufan Wang Daniel Sheldon 70 40 0 14 Jun 2020
Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms Thomas B. Berrett C. Butucea 77 35 0 26 May 2020
A Primer on Private Statistics Gautam Kamath Jonathan R. Ullman 110 48 0 30 Apr 2020
Locally Private Hypothesis Selection Sivakanth Gopi Gautam Kamath Janardhan Kulkarni Aleksandar Nikolov Zhiwei Steven Wu Huanyu Zhang 81 27 0 21 Feb 2020
Differentially Private Confidence Intervals Wenxin Du C. Foot Monica Moniot Andrew Bray Adam Groce 79 46 0 07 Jan 2020
Privately detecting changes in unknown distributions Rachel Cummings Sara Krehbiel Yuliia Lut Wanrong Zhang OOD 64 11 0 03 Oct 2019
Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation Mark Bun Thomas Steinke 78 76 0 06 Jun 2019
Private Identity Testing for High-Dimensional Distributions C. Canonne Gautam Kamath Audra McMillan Jonathan R. Ullman Lydia Zakynthinou 118 38 0 28 May 2019
The Structure of Optimal Private Tests for Simple Hypotheses C. Canonne Gautam Kamath Audra McMillan Adam D. Smith Jonathan R. Ullman 75 75 0 27 Nov 2018