Proceedings of the NIPS'93 Postconference Workshop on Pulling It All Together: Methods for Combining Neural Networks

Abstract

This report is the proceedings from the NIPS'93 postconference workshop entitled 'Pulling It All Together: Methods for Combining Neural Networks.' The goal of the workshop was to examine theoretical aspects and heuristic methods for combining existing neural network algorithms to generate systems which have improved performance properties. This report includes an outline and summary of the workshop as well as the slides used in each participant's presentation. Averaging, Ensemble methods, Committees.

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Document Details

Document Type
Technical Report
Publication Date
Mar 15, 1994
Accession Number
ADA277507

Entities

People

  • Michael P. Perrone

Organizations

  • Brown University

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Accuracy
  • Algorithms
  • Artificial Intelligence
  • Artificial Intelligence Computing
  • Artificial Intelligence Software
  • Character Recognition
  • Classification
  • Computer Vision
  • Computing System Architectures
  • Heuristic Methods
  • Machine Learning
  • Network Architecture
  • Neural Networks
  • Plastic Explosives
  • Recognition
  • Word Recognition
  • Workshops

Fields of Study

  • Computer science

Readers

  • Instructional Design and Training Evaluation.
  • Library and Information Science
  • Neural Network Machine Learning.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks