ICML-Lossless Compression of Efficient Private Local Randomizers

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Lossless Compression of Efficient Private Local Randomizers

                        Vitaly Feldman 1 Kunal Talwar 1

              Abstract               The concept of a local randomizer dates back to the work
                                 of Warner (1965) where it was used to encourage truthful-
    Locally Differentially Private (LDP) Reports are     ness in surveys. In the context of modern data analysis it
    commonly used for collection of statistics and ma-    was introduced by Evfim ...

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关键词：compression EFFICIENT randomize compress Private