A non-monotone trust-region method with noisy oracles and additional sampling

Natasa Krejic, Natasa Krklec Jerinkic, Angeles Martinez +1

In this work, we introduce a novel stochastic second-order method, within the framework of a non-monotone trust-region approach, for solving the unconstrained, nonlinear, and non-c…