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05/31/2023
Concentrated Geo-Privacy
This paper proposes concentrated geo-privacy (CGP), a privacy notion tha...
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05/28/2022
Differentially Private Covariance Revisited
In this paper, we present three new error bounds, in terms of the Froben...
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06/01/2021
Instance-optimal Mean Estimation Under Differential Privacy
Mean estimation under differential privacy is a fundamental problem, but...
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07/03/2020