2 citations · 4 across the 3 of their papers we have counts for
3 papers
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.IT2013
Phase Transition Analysis of Sparse Support Detection from Noisy Measurements
Jaewook Kang, Heung-No Lee, Kiseon Kim
This paper investigates the problem of sparse support detection (SSD) via a detection-oriented algorithm named Bayesian hypothesis test via belief propagation (BHT-BP). Our main fo…
cs.IT2012★ 2 cited
Detection-Directed Sparse Estimation using Bayesian Hypothesis Test and Belief Propagation
Jaewook Kang, Heung-No Lee, Kiseon Kim
In this paper, we propose a sparse recovery algorithm called detection-directed (DD) sparse estimation using Bayesian hypothesis test (BHT) and belief propagation (BP). In this fra…