What Kinds of Functions Do Deep Neural Networks Learn? Insights from Variational Spline Theory

Document Details

Document Type
Pub Defense Publication
Publication Date
Apr 13, 2022
Source ID
10.1137/21m1418642

Entities

People

  • Rahul Parhi
  • Robert D. Nowak

Organizations

  • Air Force Office of Scientific Research
  • National Science Foundation
  • Office of Naval Research

Tags

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms
  • AI & ML - Neural Networks