Finite-sum smooth optimization with SARAH
Lam M. Nguyen, Marten van Dijk, Dzung T. Phan, Phuong Ha Nguyen, Tsui-Wei Weng, Jayant Kalagnanam
Topics & Concepts
Sublinear functionMathematicsConvergence (economics)Convex optimizationRate of convergenceRegular polygonMathematical optimizationApplied mathematicsCombinatoricsComputer scienceEconomicsEconomic growthChannel (broadcasting)GeometryComputer networkSparse and Compressive Sensing TechniquesStochastic Gradient Optimization TechniquesMachine Learning and Algorithms