L1/2 Regularization: Convergence of Iterative Half Thresholding Algorithm

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Bibliographic Details
Published inIEEE transactions on signal processing Vol. 62; no. 9-12; pp. 2317 - 2329
Main Authors JINSHAN ZENG, SHAOBO LIN, YAO WANG, ZONGBEN XU
Format Journal Article
LanguageEnglish
Published New York, NY Institute of Electrical and Electronics Engineers 01.05.2014
Subjects
Applied sciences
Detection, estimation, filtering, equalization, prediction
Exact sciences and technology
Information, signal and communications theory
Signal and communications theory
Signal, noise
Telecommunications and information theory
Performance evaluation
Threshold detection
regularization
Iterative method
iterative half thresholding algorithm
L
Algorithm
Modeling
Convergence
Algorithm performance
Simulation
Least squares method
Convergence rate
Signal processing
nonconvex regularization
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ISSN1053-587X
DOI10.1109/TSP.2014.2309076

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ISSN:1053-587X
DOI:10.1109/TSP.2014.2309076