A mini-batch stochastic conjugate gradient algorithm with variance reduction
Caixia Kou, Han Yang
Topics & Concepts
Stochastic gradient descentVariance reductionConjugate gradient methodMathematicsConvergence (economics)AlgorithmGradient descentNonlinear conjugate gradient methodReduction (mathematics)Variance (accounting)Mathematical optimizationArtificial neural networkComputer scienceArtificial intelligenceStatisticsGeometryBusinessAccountingEconomicsEconomic growthMonte Carlo methodStochastic Gradient Optimization TechniquesMachine Learning and ELMSparse and Compressive Sensing Techniques