Differentially Private k-Means with Constant Multiplicative Error

    CoRR, Volume abs/1804.08001, 2018.

    被引用3|引用|浏览1|来源
    EI

    摘要

    We design new differentially private algorithms for the Euclidean k-means problem, both in the centralized model and in the local model of differential privacy. In both models, our algorithms achieve significantly improved error guarantees than the previous state-of-the-art. In addition, in the local model, our algorithm significantly r...更多

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