5 citations · 17 across the 8 of their papers we have counts for
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cs.IT2015★ 2 cited
Fast Signal Separation of 2D Sparse Mixture via Approximate Message-Passing
Jaewook Kang, Hyoyoung Jung, Kiseon Kim
Approximate message-passing (AMP) method is a simple and efficient framework for the linear inverse problems. In this letter, we propose a faster AMP to solve the \emph{-Split…
cs.IT2015★ 5 cited
Bayesian Hypothesis Test using Nonparametric Belief Propagation for Noisy Sparse Recovery
Jaewook Kang, Heung-No Lee, Kiseon Kim
This paper proposes a low-computational Bayesian algorithm for noisy sparse recovery (NSR), called BHT-BP. In this framework, we consider an LDPC-like measurement matrices which ha…