Graph Representation Learning - Synthesis Lectures on Artificial Intelligence and Machine Learning - William L. Hamilton - Books - Morgan & Claypool Publishers - 9781681739656 - September 16, 2020
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William L. Hamilton
Graph Representation Learning - Synthesis Lectures on Artificial Intelligence and Machine Learning

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Provides a synthesis and overview of graph representation learning. The book presents a discussion of the goals of graph representation learning and key methodological foundations in graph theory and network analysis, introduces and reviews methods for learning node embeddings, and provides an and introduction to graph neural network formalism.

159 pages

Media Books     Hardcover Book   (Book with hard spine and cover)
Released September 16, 2020
ISBN13 9781681739656
Publishers Morgan & Claypool Publishers
Pages 159
Dimensions 150 × 220 × 20 mm   ·   494 g

See all of William L. Hamilton ( e.g. Paperback Book and Hardcover Book )