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Tensor Q-rank: new data dependent definition of tensor rank

Hao Kong, Canyi Lu, Zhouchen Lin

2021Machine Learning59 citationsDOIOpen Access PDF

Topics & Concepts

Matrix normTensor (intrinsic definition)MathematicsRank (graph theory)Singular value decompositionSymmetric tensorSingular valueTensor densityMathematical optimizationTensor fieldPure mathematicsAlgorithmCombinatoricsMathematical analysisExact solutions in general relativityEigenvalues and eigenvectorsPhysicsQuantum mechanicsTensor decomposition and applicationsSparse and Compressive Sensing TechniquesAdvanced Neuroimaging Techniques and Applications
Tensor Q-rank: new data dependent definition of tensor rank | Litcius