63 citations · 206 across the 10 of their papers we have counts for
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math.NA2014★ 4 cited
A random algorithm for low-rank decomposition of large-scale matrices with missing entries
Yiguang Liu
A Random SubMatrix method (RSM) is proposed to calculate the low-rank decomposition of large-scale matrices with known entry percentage ρ. RSM is very fast as the floating-point op…
cs.IT2014★ 1 cited
Soft Consistency Reconstruction: A Robust 1-bit Compressive Sensing Algorithm
Xiao Cai, Zhaoyang Zhang, Huazi Zhang +1
A class of recovering algorithms for 1-bit compressive sensing (CS) named Soft Consistency Reconstructions (SCRs) are proposed. Recognizing that CS recovery is essentially an optim…