An elementary approach to tight worst case complexity analysis of gradient based methods
Marc Teboulle, Yakov Vaisbourd
Topics & Concepts
MathematicsGradient descentGradient methodProximal Gradient MethodsConvergence (economics)Mathematical optimizationApplied mathematicsStochastic gradient descentAlgorithmConvex optimizationRegular polygonComputer scienceArtificial intelligenceArtificial neural networkGeometryEconomic growthEconomicsSparse and Compressive Sensing TechniquesStochastic Gradient Optimization TechniquesAdvanced Optimization Algorithms Research