[其他] ICML-Differentially Private Quantiles [推广有奖]

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Mujahida

发表于 2025-8-10 16:41:42 |AI写论文

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Differentially Private Quantiles

               Jennifer Gillenwater Matthew Joseph Alex Kulesza

         Abstract                to this problem. Informally, the distribution over a differen-
                              tially private algorithm’s outputs must be relatively insen-
Quantiles are often used for summarizing and       sitive to the input of any single data contributor. Returning
understanding data. If that data is sensitive, it    to the salary example, a dif ...