Differentially Private Inference for Binomial Data

31 March 2019

Papers citing "Differentially Private Inference for Binomial Data"

15 / 15 papers shown

Title
Statistical Inference for Privatized Data with Unknown Sample Size Jordan Awan A. F. Barrientos Nianqiao P. Ju 95 0 0 10 Jun 2024
General Inferential Limits Under Differential and Pufferfish Privacy J. Bailie Ruobin Gong 81 1 0 27 Jan 2024
Simulation-based, Finite-sample Inference for Privatized Data Jordan Awan Zhanyu Wang 110 8 0 09 Mar 2023
Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies Zhanyu Wang Guang Cheng Jordan Awan 92 9 0 12 Oct 2022
Privacy Aware Experimentation over Sensitive Groups: A General Chi Square Approach R. Friedberg Ryan M. Rogers 56 3 0 17 Aug 2022
Differentially Private Kolmogorov-Smirnov-Type Tests Jordan Awan Yue Wang 79 5 0 12 Aug 2022
Hypothesis Testing for Differentially Private Linear Regression Daniel Alabi Salil P. Vadhan FedML 73 13 0 29 Jun 2022
Data Augmentation MCMC for Bayesian Inference from Privatized Data Nianqiao P. Ju Jordan Awan Ruobin Gong Vinayak A. Rao 80 25 0 01 Jun 2022
Privacy-Preserving Inference on the Ratio of Two Gaussians Using Sums Jingang Miao Yiming Paul Li 17 0 0 28 Oct 2021
Unbiased Statistical Estimation and Valid Confidence Intervals Under Differential Privacy Christian Covington Xi He James Honaker Gautam Kamath 99 26 0 27 Oct 2021
Canonical Noise Distributions and Private Hypothesis Tests Jordan Awan Salil P. Vadhan 92 11 0 09 Aug 2021
High-Dimensional Differentially-Private EM Algorithm: Methods and Near-Optimal Statistical Guarantees Zhe Zhang Linjun Zhang FedML 70 3 0 01 Apr 2021
Privacy-Preserving Randomized Controlled Trials: A Protocol for Industry Scale Deployment Mahnush Movahedi Benjamin M. Case Andrew Knox James Honaker Li Li Yiming Paul Li Sanjay Saravanan Shubho Sengupta Erik Taubeneck 34 12 0 12 Jan 2021
One Step to Efficient Synthetic Data Jordan Awan Zhanrui Cai 106 7 0 03 Jun 2020
Privacy-preserving parametric inference: a case for robust statistics Marco Avella-Medina 57 51 0 22 Nov 2019