Inexact Non-Convex Newton-Type Methods

Zhewei Yao, Peng Xu, Farbod Roosta-Khorasani +1

For solving large-scale non-convex problems, we propose inexact variants of trust region and adaptive cubic regularization methods, which, to increase efficiency, incorporate vario…