[其他] ICML-Leveraging Public Data for Practical Private Query Release [推广有奖]

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发表于 2025-8-10 10:52:49 |AI写论文

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Leveraging Public Data for Practical Private Query Release

   Terrance Liu 1 Giuseppe Vietri 2 Thomas Steinke 3 Jonathan Ullman 4 Zhiwei Steven Wu 1

            Abstract             In practice, generating accurate differentially private syn-
                              thetic datasets is challenging without an excessively large
In many statistical problems, incorporating priors    private dataset, and a promising avenue for improving these
can significantly improve per ...