Sergey Yekhanin
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126
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2026
PE-means: Improved Differentially Private $k$-means Clustering through Private Evolution
The paper introduces PE-means, an improved differentially private $k$-means clustering method that uses the Private Evolution (PE) algorithm to achieve better clustering loss compared to existing state-of-the-art techniques.
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