52 citations · 418 across the 59 of their papers we have counts for
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cs.IT2020★ 1 cited
Robust Decoding from Binary Measurements with Cardinality Constraint Least Squares
Zhao Ding, Junjun Huang, Yuling Jiao +2
The main goal of 1-bit compressive sampling is to decode dimensional signals with sparsity level from binary measurements. This is a challenging task due to the presenc…
cs.IT2016★ 47 cited
Group Sparse Recovery via the Penalty: Theory and Algorithm
Yuling Jiao, Bangti Jin, Xiliang Lu
In this work we propose and analyze a novel approach for group sparse recovery. It is based on regularized least squares with an penalty, which penalizes the numbe…
cs.IT2013★ 41 cited
A Primal Dual Active Set Algorithm with Continuation for Compressed Sensing
Qibin Fan, Yuling Jiao, Xiliang Lu
The success of compressed sensing relies essentially on the ability to efficiently find an approximately sparse solution to an under-determined linear system. In this paper, we dev…