13 citations · 50 across the 15 of their papers we have counts for
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cs.DS2018
The Structure of Optimal Private Tests for Simple Hypotheses
Clément L. Canonne, Gautam Kamath, Audra McMillan +2
Hypothesis testing plays a central role in statistical inference, and is used in many settings where privacy concerns are paramount. This work answers a basic question about privat…
cs.CR2018
Property Testing for Differential Privacy
Anna Gilbert, Audra McMillan
We consider the problem of property testing for differential privacy: with black-box access to a purportedly private algorithm, can we verify its privacy guarantees? In particular,…