Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness

Document Details

Document Type
Pub Defense Publication
Publication Date
Oct 01, 2020
Source ID
10.1016/j.neunet.2020.06.024

Entities

People

  • George Karniadakis
  • Lu Lu
  • Pengzhan Jin
  • Yifa Tang

Organizations

  • Air Force Office of Scientific Research
  • Ministry of Science and Technology of the People's Republic of China
  • National Natural Science Foundation of China
  • United States Department of Energy

Tags

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Neural Networks