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    Graph learning· 2018

    Relational inductive biases, deep learning, and graph networks

    Peter W. Battaglia (first author) · 2018

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    arXiv 1806.01261OpenAlex W2805516822

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    Why it matters

    Established a general framework for learning over entities, relations, and global states.

    Condensed from the expert lists' notes.

    The record

    First released
    2018 (from arXiv 1806.01261)
    Citations
    3,800 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.544 · computed rank 196 · consensus 0.81, must-read 0.5, citations percentile 0.717 (2010s · graphs), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.