A survey on deep matrix factorizations
Pierre De Handschutter, Nicolas Gillis, Xavier Siebert
Topics & Concepts
Computer scienceDeep learningMatrix decompositionDimensionality reductionArtificial intelligenceSemantics (computer science)Rank (graph theory)Matrix (chemical analysis)Deep neural networksCurse of dimensionalityMachine learningTheoretical computer scienceEigenvalues and eigenvectorsMathematicsMaterials scienceProgramming languageCombinatoricsPhysicsComposite materialQuantum mechanicsSparse and Compressive Sensing TechniquesTensor decomposition and applicationsFace and Expression Recognition