Stochastic momentum methods for non-convex learning without bounded assumptions
Yuqing Liang, Jinlan Liu, Dongpo Xu
Topics & Concepts
Bounded functionRate of convergenceMathematicsMomentum (technical analysis)Convergence (economics)Applied mathematicsConvex functionStochastic optimizationMonotonic functionMathematical optimizationRegular polygonComputer scienceMathematical analysisComputer networkGeometryEconomic growthEconomicsFinanceChannel (broadcasting)Stochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesAdvanced Bandit Algorithms Research