19 citations · 85 across the 30 of their papers we have counts for
4 papers · 1 filter
Chernoff Information between Gaussian Trees
Binglin Li, Shuangqing Wei, Yue Wang +1
In this paper, we aim to provide a systematic study of the relationship between Chernoff information and topological, as well as algebraic properties of the corresponding Gaussian…
Topological and Algebraic Properties of Chernoff Information between Gaussian Graphs
Binglin Li, Shuangqing Wei, Yue Wang +1
In this paper, we want to find out the determining factors of Chernoff information in distinguishing a set of Gaussian graphs. We find that Chernoff information of two Gaussian gra…
Algebraic Properties of Wyner Common Information Solution under Graphical Constraints
Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer
The Constrained Minimum Determinant Factor Analysis (CMDFA) setting was motivated by Wyner's common information problem where we seek a latent representation of a given Gaussian ve…
Tree Structured Synthesis of Gaussian Trees
Ali Moharrer, Shuangqing Wei, George T. Amariucai +1
A new synthesis scheme is proposed to effectively generate a random vector with prescribed joint density that induces a (latent) Gaussian tree structure. The quality of synthesis i…