Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Less-Than-Single-Pass Optimization with Nearly Optimal Generalization

HybridStochastic-DeterministicMinibatchProximalGradient:Less-Than-Single-PassOptimizationwithNearlyOptimalGeneralizationPanZhou1Xiao-TongYuan2Abstract1.IntroductionStochasticvariance-reducedgradien...