Generalization error of random feature and kernel methods: Hypercontractivity and kernel matrix concentration
Song Mei, Theodor Misiakiewicz, Andrea Montanari
Topics & Concepts
MathematicsRandom matrixKernel (algebra)Feature (linguistics)Kernel methodGeneralizationMatrix (chemical analysis)Applied mathematicsAlgorithmArtificial intelligenceDiscrete mathematicsSupport vector machineEigenvalues and eigenvectorsMathematical analysisComputer scienceMaterials sciencePhysicsComposite materialPhilosophyQuantum mechanicsLinguisticsFace and Expression RecognitionNeural Networks and ApplicationsMachine Learning and ELM