Multilevel Regularized Newton Methods with Fast Convergence Rates

Nick Tsipinakis, Panos Parpas

We introduce new multilevel methods for solving large-scale unconstrained optimization problems. Specifically, the philosophy of multilevel methods is applied to Newton-type method…