Stefania Bellavia

A stochastic first-order trust-region method with inexact restoration for finite-sum minimization

2021 · arXiv (Cornell University)

We propose a stochastic first-order trust-region method with inexact function and gradient evaluations for solving finite-sum minimization problems. Using a suitable reformulation of the given problem, our method combines the inexact restoration approach for constrained …