Accelerated Stochastic Gradient Descent for Minimizing Finite Sums

Atsushi Nitanda

We propose an optimization method for minimizing the finite sums of smooth convex functions. Our method incorporates an accelerated gradient descent (AGD) and a stochastic variance…