Algorithms for Nonnegative Matrix Factorization with the Kullback–Leibler Divergence
Le Thi Khanh Hien, Nicolas Gillis
Topics & Concepts
Non-negative matrix factorizationMathematicsDivergence (linguistics)Convergence (economics)Bregman divergenceAlgorithmEstimatorDimensionality reductionFactorizationFunction (biology)Curse of dimensionalityMeasure (data warehouse)Applied mathematicsMatrix (chemical analysis)Matrix decompositionDimension (graph theory)Poisson distributionKullback–Leibler divergenceNonnegative matrixSample size determinationOrder (exchange)Sample (material)Mathematical optimizationReduction (mathematics)Convex functionFace and Expression RecognitionSparse and Compressive Sensing TechniquesTensor decomposition and applications