Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces
Mattes Mollenhauer, Ingmar Schuster, Stefan Klus, Christof Schütte
Topics & Concepts
Representer theoremReproducing kernel Hilbert spaceKernel embedding of distributionsMathematicsKernel (algebra)Hilbert spaceKernel principal component analysisCovariance operatorOperator (biology)Operator theoryApplied mathematicsEigenvalues and eigenvectorsEigenfunctionCovariancePure mathematicsKernel methodComputer scienceArtificial intelligenceStatisticsSupport vector machineQuantum mechanicsPhysicsBiochemistryGeneRepressorTranscription factorChemistryModel Reduction and Neural NetworksGaussian Processes and Bayesian InferenceNeural Networks and Applications