24 citations · 70 across the 18 of their papers we have counts for
Showing 2022 · stat.MEShow all
2 papers · 2 filters
stat.ME2022
Differentially Private Kolmogorov-Smirnov-Type Tests
Jordan Awan, Yue Wang
Hypothesis testing is a central problem in statistical analysis, and there is currently a lack of differentially private tests which are both statistically valid and powerful. In t…
stat.ME2022★ 9 cited
Data Augmentation MCMC for Bayesian Inference from Privatized Data
Nianqiao Ju, Jordan A. Awan, Ruobin Gong +1
Differentially private mechanisms protect privacy by introducing additional randomness into the data. Restricting access to only the privatized data makes it challenging to perform…