Canonical Noise Distributions and Private Hypothesis Tests

9 August 2021

Papers citing "Canonical Noise Distributions and Private Hypothesis Tests"

26 / 26 papers shown

Title
Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy Jordan Awan Jinshuo Dong 32 9 0 09 Jun 2022
Subspace Differential Privacy Jie Gao Ruobin Gong Fang-Yi Yu 35 17 0 26 Aug 2021
Robust hypothesis testing and distribution estimation in Hellinger distance A. Suresh OOD 25 6 0 03 Nov 2020
One Step to Efficient Synthetic Data Jordan Awan Zhanrui Cai 55 6 0 03 Jun 2020
Private Hypothesis Selection Mark Bun Gautam Kamath Thomas Steinke Zhiwei Steven Wu 51 91 0 30 May 2019
Elliptical Perturbations for Differential Privacy M. Reimherr Jordan Awan 33 12 0 23 May 2019
Differentially Private Inference for Binomial Data Jordan Awan Aleksandra B. Slavkovic 34 24 0 31 Mar 2019
The Structure of Optimal Private Tests for Simple Hypotheses C. Canonne Gautam Kamath Audra McMillan Adam D. Smith Jonathan R. Ullman 54 75 0 27 Nov 2018
Differentially Private Uniformly Most Powerful Tests for Binomial Data Jordan Awan Aleksandra B. Slavkovic 58 53 0 23 May 2018
Finite Sample Differentially Private Confidence Intervals Vishesh Karwa Salil P. Vadhan 58 193 0 10 Nov 2017
Local Private Hypothesis Testing: Chi-Square Tests Marco Gaboardi Ryan M. Rogers 47 58 0 21 Sep 2017
Differentially Private Testing of Identity and Closeness of Discrete Distributions Jayadev Acharya Ziteng Sun Huanyu Zhang 60 76 0 17 Jul 2017
PrivÍT: Private and Sample Efficient Identity Testing Bryan Cai C. Daskalakis Gautam Kamath 61 52 0 29 Mar 2017
Renyi Differential Privacy Ilya Mironov 77 1,259 0 24 Feb 2017
A New Class of Private Chi-Square Tests Daniel Kifer Ryan M. Rogers 53 25 0 24 Oct 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 203 6,121 0 01 Jul 2016
Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds Mark Bun Thomas Steinke 84 833 0 06 May 2016
Minimax Optimal Procedures for Locally Private Estimation John C. Duchi Martin J. Wainwright Michael I. Jordan 73 435 0 08 Apr 2016
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing Marco Gaboardi H. Lim Ryan M. Rogers Salil P. Vadhan 61 140 0 07 Feb 2016
Differentially Private Ordinary Least Squares Or Sheffet 41 116 0 09 Jul 2015
The Composition Theorem for Differential Privacy Peter Kairouz Sewoong Oh Pramod Viswanath 110 681 0 04 Nov 2013
Privacy-Preserving Data Sharing for Genome-Wide Association Studies Caroline Uhler Aleksandra B. Slavkovic S. Fienberg 68 151 0 03 May 2012
Differential Privacy for Functions and Functional Data Rob Hall Alessandro Rinaldo Larry A. Wasserman 82 183 0 12 Mar 2012
Differentially Private Empirical Risk Minimization Kamalika Chaudhuri C. Monteleoni Anand D. Sarwate 128 1,487 0 01 Dec 2009
On the Geometry of Differential Privacy Moritz Hardt Kunal Talwar 110 463 0 21 Jul 2009
A statistical framework for differential privacy Larry A. Wasserman Shuheng Zhou 102 485 0 16 Nov 2008