Trust-Region Algorithms for Training Responses: Machine Learning Methods Using Indefinite Hessian Approximations

Jennifer B. Erway, Joshua Griffin, Roummel F. Marcia +1

Machine learning (ML) problems are often posed as highly nonlinear and nonconvex unconstrained optimization problems. Methods for solving ML problems based on stochastic gradient d…