Fastest rates for stochastic mirror descent methods
Filip Hanzely, Peter Richtárik
Topics & Concepts
Stochastic gradient descentSmoothnessDescent (aeronautics)MathematicsStochastic optimizationRegular polygonRate of convergenceConvex functionConvergence (economics)Coordinate descentStochastic approximationGradient descentMathematical optimizationApplied mathematicsAlgorithmComputer scienceArtificial intelligenceMathematical analysisKey (lock)GeometryAerospace engineeringEngineeringEconomicsComputer securityArtificial neural networkEconomic growthStochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesFace and Expression Recognition