35 citations · 114 across the 11 of their papers we have counts for
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cs.IT2016★ 5 cited
Online Learning for Sparse PCA in High Dimensions: Exact Dynamics and Phase Transitions
Chuang Wang, Yue M. Lu
We study the dynamics of an online algorithm for learning a sparse leading eigenvector from samples generated from a spiked covariance model. This algorithm combines the classical…
cs.IT2013★ 5 cited
Simplifying Generalized Belief Propagation on Redundant Region Graphs
Chuang Wang, Hai-Jun Zhou
The cluster variation method has been developed into a general theoretical framework for treating short-range correlations in many-body systems after it was first proposed by Kikuc…