A multilevel stochastic regularized first-order method with application to finite sum minimization

Filippo Marini, Margherita Porcelli, Elisa Riccietti

In this paper, we propose a multilevel stochastic framework for the solution of nonconvex unconstrained optimization problems. The proposed approach uses random regularized first-o…