Parallel Trust-Region Approaches in Neural Network Training: Beyond Traditional Methods

Ken Trotti, Samuel A. Cruz Alegría, Alena Kopaničáková +1

We propose to train neural networks (NNs) using a novel variant of the ``Additively Preconditioned Trust-region Strategy'' (APTS). The proposed method is based on a parallelizable…