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09/07/2022
Bayesian and Frequentist Semantics for Common Variations of Differential Privacy: Applications to the 2020 Census
The purpose of this paper is to guide interpretation of the semantic pri...
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07/26/2022
Differentially Private Estimation via Statistical Depth
Constructing a differentially private (DP) estimator requires deriving t...
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04/19/2022
The 2020 Census Disclosure Avoidance System TopDown Algorithm
The Census TopDown Algorithm (TDA) is a disclosure avoidance system usin...
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03/30/2022
Geographic Spines in the 2020 Census Disclosure Avoidance System TopDown Algorithm
The TopDown Algorithm (TDA) first produces differentially private counts...
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10/25/2021