Accelerated and nonaccelerated stochastic gradient descent with model conception

Darina Dvinskikh, Alexander Tyurin, Alexander Gasnikov +1

In this paper, we describe a new way to get convergence rates for optimal methods in smooth (strongly) convex optimization tasks. Our approach is based on results for tasks where g…