most citedLocally Private k-Means in One Round

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cs.DS2021★ 1 cited

Locally Private k-Means in One Round

Alisa Chang, Badih Ghazi, Ravi Kumar +1

We provide an approximation algorithm for k-means clustering in the one-round (aka non-interactive) local model of differential privacy (DP). This algorithm achieves an approximati…