scholarly journals Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee

2020 ◽  
Vol 68 ◽  
pp. 5244-5259 ◽  
Author(s):  
Chengzhu Yang ◽  
Yuantao Gu ◽  
Badong Chen ◽  
Hongbing Ma ◽  
Hing Cheung So
Keyword(s):  
Sparse Recovery ◽  
Proximal Operator

SegOMP: Sparse Recovery with Fewer Measurements

2014 ◽  
Vol E97.A (3) ◽  
pp. 862-864 ◽  
Author(s):  
Li ZENG ◽  
Xiongwei ZHANG ◽  
Liang CHEN ◽  
Weiwei YANG
Keyword(s):  
Sparse Recovery

scholarly journals Deep-Learned Regularization and Proximal Operator for Image Compressive Sensing

2021 ◽  
pp. 1-1
Author(s):  
Zan Chen ◽  
Wenlong Guo ◽  
Yuanjing Feng ◽  
Yongqiang Li ◽  
Changchen Zhao ◽  
...  
Keyword(s):  
Compressive Sensing ◽  
Proximal Operator

Joint Sparse Recovery for Signals of Spark-level Sparsity via MMV Tail-$\ell_{2,1}$ Minimization

2021 ◽  
pp. 1-1
Author(s):  
Baifu Zheng ◽  
Cao Zeng ◽  
Shidong Li ◽  
Guisheng Liao
Keyword(s):  
Sparse Recovery

Classification of ISAR images using sparse recovery algorithms

2014 ◽  
Author(s):  
Seung-Jae Lee ◽  
Ji-Hoon Bae ◽  
Byung-Soo Kang ◽  
Kyung-Tae Kim ◽  
Eun-Jung Yang
Keyword(s):  
Sparse Recovery ◽  
Recovery Algorithms
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