Performance guarantees of transformed Schatten-1 regularization for exact low-rank matrix recovery
Zhi Wang, Dong Hu, Xiaohu Luo, Wendong Wang, Jianjun Wang, Wu Chen
Topics & Concepts
Rank (graph theory)Matrix normLow-rank approximationMatrix (chemical analysis)Matrix completionRate of convergenceAlgorithmRegularization (linguistics)Computer scienceMathematical optimizationSingular valueMinificationPenalty methodMathematicsArtificial intelligenceEigenvalues and eigenvectorsCombinatoricsPhysicsQuantum mechanicsHankel matrixMaterials scienceGaussianComputer networkChannel (broadcasting)Composite materialMathematical analysisSparse and Compressive Sensing TechniquesMedical Image Segmentation TechniquesPhotoacoustic and Ultrasonic Imaging