7 citations · 8 across the 3 of their papers we have counts for
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math.PR2018
Big Data Information Reconstruction on an Infinite Tree for a -state Asymmetric Model with Community Effects
Wenjian Liu, Ning Ning
The information reconstruction problem on an infinite tree, is to collect and analyze massive data samples at the th level of the tree to identify whether there is non-vanishing…
math.PR2018★ 7 cited
Large Degree Asymptotics and the Reconstruction Threshold of the Asymmetric Binary Channels
Wenjian Liu, Ning Ning
In this paper, we consider a broadcasting process in which information is propagated from a given root node on a noisy tree network, and answer the question that whether the symbol…
math.PR2017★ 1 cited
Reconstruction for the Asymmetric Ising Model on Regular Trees
Wenjian Liu, Ning Ning
It is known that the Kesten-Stigum reconstruction bound is tight for roughly symmetric binary channels. In this paper, we will adopt a refined analysis of moment recursion on a wei…