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cs.IT2019
Bayesian Approach with Extended Support Estimation for Sparse Regression
Kyung-Su Kim, Sae-Young Chung
A greedy algorithm called Bayesian multiple matching pursuit (BMMP) is proposed to estimate a sparse signal vector and its support given linear measurements. Unlike the maximum…
cs.IT2016
Greedy Subspace Pursuit for Joint Sparse Recovery
Kyung Su Kim, Sae-Young Chung
In this paper, we address the sparse multiple measurement vector (MMV) problem where the objective is to recover a set of sparse nonzero row vectors or indices of a signal matrix f…