Stochastic Optimization and Data Science

Arutyun Avetisyan, Darina Dvinskikh, Alexander Gasnikov +3

This paper aims to motivate stochastic optimization problems from a statistical perspective and a statistical learning perspective, where the goal is to maximize the log-likelihood…