17 citations · 49 across the 11 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CR2020★ 6 cited
Congenial Differential Privacy under Mandated Disclosure
Ruobin Gong, Xiao-Li Meng
Differentially private data releases are often required to satisfy a set of external constraints that reflect the legal, ethical, and logical mandates to which the data curator is…
stat.ME2020★ 17 cited
Transparent Privacy is Principled Privacy
Ruobin Gong
In a technical treatment, this article establishes the necessity of transparent privacy for drawing unbiased statistical inference for a wide range of scientific questions. Transpa…
math.ST2020★ 1 cited
Geometric Conditions for the Discrepant Posterior Phenomenon and Connections to Simpson's Paradox
Yang Chen, Ruobin Gong, Min-ge Xie
The discrepant posterior phenomenon (DPP) is a counter-intuitive phenomenon that can frequently occur in a Bayesian analysis of multivariate parameters. It refers to the phenomenon…