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    Graph learning· 2017

    Deep Sets

    Manzil Zaheer (first author) · 2017

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    arXiv 1703.06114OpenAlex W2952433032

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    Why it matters

    Characterized permutation-invariant set functions, underpinning graph readouts and aggregation.

    Condensed from the expert lists' notes.

    The record

    First released
    2017 (from arXiv 1703.06114)
    Citations
    3,311 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    the chatgpt list only
    Score
    0.344 · computed rank 496 · consensus 0.27, must-read 0.5, citations percentile 0.609 (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.