Nonnegative low rank matrix approximation for nonnegative matrices
Guang‐Jing Song, Michael K. Ng
Topics & Concepts
MathematicsNon-negative matrix factorizationNonnegative matrixLow-rank approximationSingular value decompositionRank (graph theory)Matrix (chemical analysis)Matrix decompositionCombinatoricsSymmetric matrixApplied mathematicsAlgorithmHankel matrixMathematical analysisMaterials sciencePhysicsQuantum mechanicsEigenvalues and eigenvectorsComposite materialMatrix Theory and AlgorithmsSparse and Compressive Sensing TechniquesTensor decomposition and applications