6.3k citations · 7.3k across the 9 of their papers we have counts for
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math.ST2018★ 11 cited
Differentially Private False Discovery Rate Control
Cynthia Dwork, Weijie J. Su, Li Zhang
Differential privacy provides a rigorous framework for privacy-preserving data analysis. This paper proposes the first differentially private procedure for controlling the false di…
math.ST2015★ 20 cited
Private False Discovery Rate Control
Cynthia Dwork, Weijie Su, Li Zhang
We provide the first differentially private algorithms for controlling the false discovery rate (FDR) in multiple hypothesis testing, with essentially no loss in power under certai…