A differentially private mirror-peeling knockoff algorithm is introduced, with claimed exact FDR control and asymptotic power preservation.
The algorithmic foundations of differential privacy
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Knockoffs Inference under Privacy Constraints
A differentially private mirror-peeling knockoff algorithm is introduced, with claimed exact FDR control and asymptotic power preservation.