Learning Curves for Deep Neural Networks: A Gaussian Field Theory Perspective

Omry Cohen, Or Malka, Zohar Ringel

In the past decade, deep neural networks (DNNs) came to the fore as the leading machine learning algorithms for a variety of tasks. Their raise was founded on market needs and engi…