194 citations · 467 across the 14 of their papers we have counts for
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cs.LG2018★ 17 cited
Locally Private Gaussian Estimation
Matthew Joseph, Janardhan Kulkarni, Jieming Mao +1
We study a basic private estimation problem: each of users draws a single i.i.d. sample from an unknown Gaussian distribution, and the goal is to estimate the mean of this Gaus…
cs.LG2018★ 23 cited
Local Differential Privacy for Evolving Data
Matthew Joseph, Aaron Roth, Jonathan Ullman +1
There are now several large scale deployments of differential privacy used to collect statistical information about users. However, these deployments periodically recollect the dat…