Articles with "private mean" as a keyword



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A General Framework for Accurate and Private Mean Estimation

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Published in 2022 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2022.3219356

Abstract: In this letter, we present a differentially private algorithm which accurately estimates the mean of an underlying population with given cumulative distribution function. Our algorithm outperforms the former algorithms in two aspects. First, our algorithm… read more here.

Keywords: accurate private; private mean; general framework; algorithm ... See more keywords