A General Framework for Accurate and Private Mean Estimation
Published in IEEE Signal Processing Letters, 2022
Recommended citation: Z. Yang, X. Xu and Y. Gu, A General Framework for Accurate and Private Mean Estimation, in IEEE Signal Processing Letters, vol. 29, pp. 2293-2297, 2022, doi: 10.1109/LSP.2022.3219356.
In this letter, we present a differentially private algorithm which accurately estimates the mean of an underlying population with given cumulative distribution function.