Optimizing the Efficiency of First-Order Methods for Decreasing the Gradient of Smooth Convex Functions
Donghwan Kim, Jeffrey A. Fessler
Topics & Concepts
MathematicsTheory of computationMinificationBounded functionConvex functionGradient methodMathematical optimizationConvex optimizationRegular polygonConstant (computer programming)Proximal Gradient MethodsNorm (philosophy)Upper and lower boundsApplied mathematicsFunction (biology)Convergence (economics)Mathematical analysisAlgorithmComputer scienceGeometryBiologyEconomic growthLawProgramming languageEconomicsEvolutionary biologyPolitical scienceSparse and Compressive Sensing TechniquesAdvanced Optimization Algorithms ResearchStochastic Gradient Optimization Techniques