6 citations · 11 across the 2 of their papers we have counts for
4 papers
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…
A Gibbs sampler for a class of random convex polytopes
Pierre E. Jacob, Ruobin Gong, Paul T. Edlefsen +1
We present a Gibbs sampler for the Dempster-Shafer (DS) approach to statistical inference for Categorical distributions. The DS framework extends the Bayesian approach, allows in p…
Simultaneous Inference Under the Vacuous Orientation Assumption
Ruobin Gong
I propose a novel approach to simultaneous inference that alleviates the need to specify a correlational structure among marginal errors. The vacuous orientation assumption retains…
Judicious Judgment Meets Unsettling Updating: Dilation, Sure Loss, and Simpson's Paradox
Ruobin Gong, Xiao-Li Meng
Statistical learning using imprecise probabilities is gaining more attention because it presents an alternative strategy for reducing irreplicable findings by freeing the user from…