Precise asymptotic analysis of Sobolev training for random feature models

Katharine E Fisher, Matthew TC Li, Youssef Marzouk +1

Gradient information is widely useful and available in applications, and is therefore natural to include in the training of neural networks. Yet little is known theoretically about…