35 citations · 55 across the 3 of their papers we have counts for
3 papers
cs.DB2012★ 6 cited
Bayesian inference under differential privacy
Yonghui Xiao, Li Xiong
Bayesian inference is an important technique throughout statistics. The essence of Beyesian inference is to derive the posterior belief updated from prior belief by the learned inf…
cs.DB2012★ 35 cited
DPCube: Differentially Private Histogram Release through Multidimensional Partitioning
Yonghui Xiao, Li Xiong, Liyue Fan +1
Differential privacy is a strong notion for protecting individual privacy in privacy preserving data analysis or publishing. In this paper, we study the problem of differentially p…
cs.DB2012★ 14 cited
Adaptively Sharing Time-Series with Differential Privacy
Liyue Fan, Li Xiong
Sharing real-time aggregate statistics of private data is of great value to the public to perform data mining for understanding important phenomena, such as Influenza outbreaks and…