Center for Parallel Optimization.

Abstract

A NEW OPTIMIZATION BASED APPROACH TO IMPROVING GENERALIZATION IN MACHINE LEARNING HAS BEEN PROPOSED AND COMPUTATIONALLY VALIDATED ON SIMPLE LINEAR MODELS AS WELL AS ON HIGHLY NONLINEAR SYSTEMS SUCH AS NEURAL NETWORKS.

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Document Details

Document Type
Technical Report
Publication Date
Mar 19, 1996
Accession Number
ADA308155

Entities

People

  • M. C. Ferris
  • Olvi L. Mangasarian
  • R. R. Meyer

Organizations

  • University of Wisconsin Madison Department of Computer Science

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Applied Computer Science
  • Artificial Intelligence
  • Artificial Intelligence Computing
  • Artificial Intelligence Software
  • Computational Processes
  • Computer Science
  • Computing-Related Activities
  • Data Science
  • Learning
  • Machine Learning
  • Neural Networks
  • Nonlinear Systems
  • Optimization

Fields of Study

  • Computer science

Readers

  • Computational Modeling and Simulation
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.

Technology Areas

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