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06/05/2023
Generating Private Synthetic Data with Genetic Algorithms
We study the problem of efficiently generating differentially private sy...
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11/06/2022
Confidence-Ranked Reconstruction of Census Microdata from Published Statistics
A reconstruction attack on a private dataset D takes as input some publi...
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06/13/2022
Private Synthetic Data with Hierarchical Structure
We study the problem of differentially private synthetic data generation...
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06/24/2021
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data
Mental health conditions remain underdiagnosed even in countries with co...
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06/14/2021
Iterative Methods for Private Synthetic Data: Unifying Framework and New Methods
We study private synthetic data generation for query release, where the ...
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02/17/2021
Leveraging Public Data for Practical Private Query Release
In many statistical problems, incorporating priors can significantly imp...
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12/04/2020
Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study
Mental health conditions remain under-diagnosed even in countries with c...
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01/06/2020