CONVERGENCE RATES OF STOCHASTIC GRADIENT DESCENT METHODS
Jineng Dai · Journal of Mathematics · 2012
This paper investigates the learning rates of the stochastic gradient descent methods in regularization schemes.By the iteration method,we obtain the convergence rate of the algorithm with suitable choice of the parameter.