Spectral Neural Networks: Approximation Theory and Optimization Landscape

Chenghui Li, Rishi Sonthalia, Nicolas Garcia Trillos

There is a large variety of machine learning methodologies that are based on the extraction of spectral geometric information from data. However, the implementations of many of the…