Kolmogorov width decay and poor approximators in machine learning: shallow neural networks, random feature models and neural tangent kernels

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 05, 2021
Source ID
10.1007/s40687-020-00233-4

Entities

People

  • Stephan Wojtowytsch
  • Weinan E

Organizations

  • Office of Naval Research

Tags

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks