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most citedCovariance-Aware Private Mean Estimation Without Private Covariance Estimation

11 citations · 17 across the 5 of their papers we have counts for

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cs.LG2024

Dimension-free Private Mean Estimation for Anisotropic Distributions

Yuval Dagan, Michael I. Jordan, Xuelin Yang +2

We present differentially private algorithms for high-dimensional mean estimation. Previous private estimators on distributions over suffer from a curse of dimension…