Sign Stochastic Gradient Descents without bounded gradient assumption for the finite sum minimization
Tao Sun, Dongsheng Li
Topics & Concepts
Bounded functionSign (mathematics)Ergodic theoryGradient descentMathematicsStochastic gradient descentConvergence (economics)Applied mathematicsMinificationMathematical optimizationComputer scienceMathematical analysisArtificial intelligenceArtificial neural networkEconomic growthEconomicsStochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesMachine Learning and ELM