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Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery

Yu‐Bang Zheng, Ting‐Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma

2020Information Sciences110 citationsDOI

Topics & Concepts

Tensor (intrinsic definition)Rank (graph theory)MathematicsSingular value decompositionTensor densityMatrix normRobust principal component analysisSymmetric tensorTensor contractionRelaxation (psychology)Principal component analysisAlgorithmApplied mathematicsTensor fieldPure mathematicsCombinatoricsMathematical analysisTensor productExact solutions in general relativityPhysicsEigenvalues and eigenvectorsStatisticsPsychologySocial psychologyQuantum mechanicsTensor decomposition and applicationsSparse and Compressive Sensing TechniquesAdvanced Neuroimaging Techniques and Applications