Métodos estocásticos de optimización

The main purpose of this work is to study stochastic optimization methods used to minimize the problem of finite sums for convex functions. Within these methods, the method of gradient descent with mini-batch and the stochastic version of the Frank-Wolfe method (or Conditional Gradient) are specific...