Deep Learning on Graphs

Name: Deep Learning on Graphs
Author: Yao (Michigan State University) Ma

Yao (Michigan State University) Ma, Jiliang (Michigan State University) Tang

Cambridge University Press

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This comprehensive text on the theory and techniques of graph neural networks takes students, practitioners, and researchers from the basics to the state of the art. It systematically introduces foundational topics such as filtering pooling, robustness, and scalability and then demonstrates applications in NLP, data mining, vision and healthcare.

Výběr knih vydavatele Cambridge University Press