Graph Representation Learning

by William L. Hamilton, William L.
ISBN: 9783031004605
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Overview

Preface.- Acknowledgments.- Introduction.- Background and Traditional Approaches.- Neighborhood Reconstruction Methods.- Multi-Relational Data and Knowledge Graphs.- The Graph Neural Network Model.- Graph Neural Networks in Practice.- Theoretical Motivations.- Traditional Graph Generation Approaches.- Deep Generative Models.- Conclusion.- Bibliography.- Author's Biography .
  • Format: Trade Paperback
  • Author: William L. Hamilton, William L.
  • ISBN: 9783031004605
  • Condition: New
  • Dimensions: 9.25 x 0.34
  • Number Of Pages: 160
  • Publication Year: 2020
Language: English

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