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05/09/2022
Evaluating the Fairness Impact of Differentially Private Synthetic Data
Differentially private (DP) synthetic data is a promising approach to ma...
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04/27/2022
Spending Privacy Budget Fairly and Wisely
Differentially private (DP) synthetic data generation is a practical met...
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03/24/2021
U.S. Broadband Coverage Data Set: A Differentially Private Data Release
Broadband connectivity is a key metric in today's economy. In an era of ...
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11/11/2020
Differentially Private Synthetic Data: Applied Evaluations and Enhancements
Machine learning practitioners frequently seek to leverage the most info...
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09/22/2020
Distributed Differentially Private Mutual Information Ranking and Its Applications
Computation of Mutual Information (MI) helps understand the amount of in...
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07/02/2018
An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors
Differential privacy has emerged as the main definition for private data...
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03/24/2018