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06/19/2023
Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy
When releasing outputs from confidential data, agencies need to balance ...
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02/08/2023
The Test of Tests: A Framework For Differentially Private Hypothesis Testing
We present a generic framework for creating differentially private versi...
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04/08/2022
Assessing Statistical Disclosure Risk for Differentially Private, Hierarchical Count Data, with Application to the 2020 U.S. Decennial Census
We propose Bayesian methods to assess the statistical disclosure risk of...
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03/22/2019
Differentially Private Nonparametric Hypothesis Testing
Hypothesis tests are a crucial statistical tool for data mining and are ...
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09/05/2018