Deterministic convergence analysis for regularized long short-term memory and its application to regression and multi-classification problems
Qian Kang, Dengxiu Yu, Kang Hao Cheong, Zhen Wang
Topics & Concepts
Computer scienceOverfittingRegularization (linguistics)Benchmark (surveying)Monotonic functionConvergence (economics)RegressionTerm (time)Recurrent neural networkArtificial intelligenceMachine learningArtificial neural networkFunction (biology)Mathematical optimizationAlgorithmMathematicsStatisticsEconomicsBiologyGeographyPhysicsMathematical analysisGeodesyEvolutionary biologyEconomic growthQuantum mechanicsMachine Learning and ELMSparse and Compressive Sensing TechniquesNeural Networks and Applications