Universal characteristics of deep neural network loss surfaces from random matrix theory

Nicholas P Baskerville, Jonathan P Keating, Francesco Mezzadri +2

This paper considers several aspects of random matrix universality in deep neural networks. Motivated by recent experimental work, we use universal properties of random matrices re…