3 citations · 5 across the 2 of their papers we have counts for
2 papers
math.ST2022★ 3 cited
Hypothesis Testing for Differentially Private Linear Regression
Daniel Alabi, Salil Vadhan
In this work, we design differentially private hypothesis tests for the following problems in the general linear model: testing a linear relationship and testing for the presence o…
cs.LG2020★ 2 cited
Differentially Private Simple Linear Regression
Daniel Alabi, Audra McMillan, Jayshree Sarathy +2
Economics and social science research often require analyzing datasets of sensitive personal information at fine granularity, with models fit to small subsets of the data. Unfortun…