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Representation Learning on Graphs: Methods and Applications

Representation Learning on Graphs: Methods and Applications

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learning approaches treat this problem as machine learning task itself, using a data-driven approach to learn embeddings that encode graph structure. Here we provide an overview of recent advancements in representation learning on graphs, reviewing tech-niques for representing both nodes and entire subgraphs.

  Learning, Graph

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