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    Deep learning· 2018

    The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

    Jonathan Frankle (first author) · 2018 · published 2019

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    arXiv 1803.03635OpenAlex W2805003733

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    Why it matters

    Demonstrated sparse subnetworks capable of effective training, reshaping pruning and initialization research.

    Condensed from the expert lists' notes.

    The record

    First released
    2018 (from arXiv 1803.03635)
    Published
    2019
    Citations
    4,519 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Also relevant to
    Machine learning foundations
    Score
    0.383 · computed rank 398 · consensus 0.53, must-read 0, citations percentile 0.64 (2010s · deep-learning), 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.