Intelligence Driven Learning

Abstract

The research of this proposal is to carry out a detailed study of implications and utility of a new learning paradigm (based on “V.Vapnik, R.Izmailov, Rethinking statistical learning theory: learning using statistical invariants, Machine Learning, 1 43, 2018”), called Learning Using Statistical Invariants (LUSI). This paradigm is different from the classical one.

Document Details

Document Type
DoD Grant Award
Publication Date
Jan 14, 2022
Source ID
FA95501910124

Entities

People

  • Vladimir Vapnik

Organizations

  • Air Force Office of Scientific Research
  • Trustees of Columbia University in the City of New York
  • United States Air Force

Tags

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.
  • Theoretical Analysis.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks