Test without Trust: Optimal Locally Private Distribution Testing

Test without Trust: Optimal Locally Private Distribution Testing

7 August 2018

Jayadev Acharya

Cody R. Freitag

Papers citing "Test without Trust: Optimal Locally Private Distribution Testing"

18 / 18 papers shown

Title
Robust Kernel Hypothesis Testing under Data Corruption Antonin Schrab Ilmun Kim 48 3 0 30 May 2024
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity A. F. Pour Hassan Ashtiani S. Asoodeh 46 0 0 09 Dec 2023
Private and Communication-Efficient Algorithms for Entropy Estimation Gecia Bravo Hermsdorff R. Busa-Fekete Mohammad Ghavamzadeh Andrés Munoz Medina Umar Syed 41 2 0 12 May 2023
Lemmas of Differential Privacy Yiyang Huang C. Canonne 37 1 0 21 Nov 2022
Privacy Aware Experimentation over Sensitive Groups: A General Chi Square Approach R. Friedberg Ryan M. Rogers 29 3 0 17 Aug 2022
Hypothesis Testing for Differentially Private Linear Regression Daniel Alabi Salil P. Vadhan FedML 40 11 0 29 Jun 2022
Private High-Dimensional Hypothesis Testing Shyam Narayanan FedML 40 11 0 03 Mar 2022
Pure Differential Privacy from Secure Intermediaries Albert Cheu Chao Yan FedML 27 9 0 19 Dec 2021
Inference under Information Constraints III: Local Privacy Constraints Jayadev Acharya C. Canonne Cody R. Freitag Ziteng Sun Himanshu Tyagi 41 35 0 20 Jan 2021
Interactive Inference under Information Constraints Jayadev Acharya C. Canonne Yuhan Liu Ziteng Sun Himanshu Tyagi 31 35 0 21 Jul 2020
Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms Thomas B. Berrett C. Butucea 35 34 0 26 May 2020
Connecting Robust Shuffle Privacy and Pan-Privacy Victor Balcer Albert Cheu Matthew Joseph Jieming Mao FedML 20 41 0 20 Apr 2020
Differentially Private Assouad, Fano, and Le Cam Jayadev Acharya Ziteng Sun Huanyu Zhang FedML 23 57 0 14 Apr 2020
Private Identity Testing for High-Dimensional Distributions C. Canonne Gautam Kamath Audra McMillan Jonathan R. Ullman Lydia Zakynthinou 37 36 0 28 May 2019
Communication Complexity in Locally Private Distribution Estimation and Heavy Hitters Jayadev Acharya Ziteng Sun 14 60 0 28 May 2019
The Role of Interactivity in Local Differential Privacy Matthew Joseph Jieming Mao Seth Neel Aaron Roth 33 65 0 07 Apr 2019
Locally Private Gaussian Estimation Matthew Joseph Janardhan Kulkarni Jieming Mao Zhiwei Steven Wu FedML 37 38 0 20 Nov 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