52 citations · 418 across the 59 of their papers we have counts for
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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…
math.OC2013★ 3 cited
A Unified Primal Dual Active Set Algorithm for Nonconvex Sparse Recovery
Jian Huang, Yuling Jiao, Bangti Jin +3
In this paper, we consider the problem of recovering a sparse signal based on penalized least squares formulations. We develop a novel algorithm of primal-dual active set type for…