Stratified adaptive sampling for derivative-free stochastic trust-region optimization

Giovanni Amici, Sara Shashaani, Pranav Jain

There is emerging evidence that trust-region (TR) algorithms are very effective at solving derivative-free nonconvex stochastic optimization problems in which the objective functio…