Capacity dependent analysis for functional online learning algorithms
Xin Guo, Zheng-Chu Guo, Lei Shi
Topics & Concepts
MathematicsRate of convergenceConvergence (economics)CovarianceStochastic gradient descentCovariance operatorMathematical optimizationKernel (algebra)AlgorithmFunction (biology)Kernel density estimationProcess (computing)Computer scienceStatisticsMachine learningKey (lock)Artificial neural networkEstimatorEvolutionary biologyBiologyEconomicsCombinatoricsEconomic growthComputer securityOperating systemStochastic Gradient Optimization TechniquesAdvanced Bandit Algorithms ResearchSparse and Compressive Sensing Techniques