A multivariate adaptive gradient algorithm with reduced tuning efforts
Samer Saab, Khaled Saab, Shashi Phoha, Minghui Zhu, Asok Ray
Topics & Concepts
Lipschitz continuityIterated functionConvex functionGradient descentRate of convergenceFunction (biology)Stochastic gradient descentMathematical optimizationMathematicsComputer scienceAlgorithmConvergence (economics)Convex optimizationRegular polygonArtificial neural networkKey (lock)Artificial intelligenceMathematical analysisGeometryEconomicsBiologyComputer securityEvolutionary biologyEconomic growthStochastic Gradient Optimization TechniquesMachine Learning and ELMSparse and Compressive Sensing Techniques