Convergence Analysis of Newton’s Method for Neural Networks in the Overparameterized Limit
arXiv:2605.08352v1 Announce Type: new
Abstract: A convergence analysis is developed for the regularized Newton method for training neural networks (NNs) in the overparameterized limit. As the number of hidden units tends to infinity, the NN training d…