19 citations · 85 across the 30 of their papers we have counts for
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cs.IT2019
Finite Blocklength Analysis of Gaussian Random Coding in AWGN Channels under Covert Constraint
Xinchun Yu, Shuangqin Wei, Yuan Luo
This paper considers the achievability and converse bounds on the maximal channel coding rate at a given blocklength and error probability over AWGN channels. The problem stems fro…
stat.ML2019★ 10 cited
Coupling the reduced-order model and the generative model for an importance sampling estimator
Xiaoliang Wan, Shuangqing Wei
In this work, we develop an importance sampling estimator by coupling the reduced-order model and the generative model in a problem setting of uncertainty quantification. The targe…
cs.IT2019
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…