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 .

Item Information Item Information

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

Graph Representation Learning

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