Litcius/Paper detail

Iterative rank-one matrix completion via singular value decomposition and nuclear norm regularization

Kai Xu, Ying Zhang, Zhi Xiong

2021Information Sciences17 citationsDOI

Topics & Concepts

Matrix completionSingular value decompositionMatrix normSingular valueMatrix decompositionMathematical optimizationMathematicsMatrix (chemical analysis)Low-rank approximationAlgorithmRank (graph theory)Computer scienceEigenvalues and eigenvectorsCombinatoricsGaussianComposite materialMathematical analysisQuantum mechanicsMaterials sciencePhysicsHankel matrixSparse and Compressive Sensing TechniquesMedical Image Segmentation TechniquesStochastic Gradient Optimization Techniques