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20042019
most citedBenefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA

10 citations · 10 across the 2 of their papers we have counts for

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cs.CR2019★ 10 cited

Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA

Jordan Awan, Ana Kenney, Matthew Reimherr +1

The exponential mechanism is a fundamental tool of Differential Privacy (DP) due to its strong privacy guarantees and flexibility. We study its extension to settings with summaries…