Inexact restoration with subsampled trust-region methods for finite-sum minimization

Stefania Bellavia, Natasa Krejic, Benedetta Morini

Convex and nonconvex finite-sum minimization arises in many scientific computing and machine learning applications. Recently, first-order and second-order methods where objective f…