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A novel dictionary learning method for sparse representation with nonconvex regularizations

Benying Tan, Yujie Li, Haoli Zhao, Xiang Li, Shuxue Ding

2020Neurocomputing28 citationsDOI

Topics & Concepts

Sparse approximationMinimaxComputer scienceK-SVDNeural codingRegularization (linguistics)Dictionary learningConvex optimizationAlgorithmNorm (philosophy)Compressed sensingConvexityMathematical optimizationOptimization problemRegular polygonArtificial intelligenceMathematicsPolitical scienceFinancial economicsEconomicsLawGeometrySparse and Compressive Sensing TechniquesIndoor and Outdoor Localization TechnologiesAdvanced Adaptive Filtering Techniques
A novel dictionary learning method for sparse representation with nonconvex regularizations | Litcius