The geometry of overparameterized neural networks

Abstract

The aim of this proposed project is to further our understanding of the geometry of the loss landscape for overparameterized neural networks. Many of the striking breakthroughs in machine learning in the last decade have been powered by neural network

Document Details

Document Type
DoD Grant Award
Publication Date
Aug 20, 2021
Source ID
N000142112589

Entities

People

  • Yaim Cooper

Organizations

  • Office of Naval Research
  • United States Navy

Tags

Fields of Study

  • Computer science

Readers

  • Geodesy
  • Neural Network Machine Learning.
  • Plasma Physics.

Technology Areas

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