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    Safety, alignment & interpretability· 2015

    On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

    Sebastian Bach (first author) · 2015

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    DOI 10.1371/journal.pone.0130140OpenAlex W1787224781

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    Why it matters

    Established relevance propagation as a major alternative to gradient-based neural-network attribution.

    Condensed from the expert lists' notes.

    The record

    First released
    2015 (from OpenAlex)
    Citations
    4,523 citations, as counted by OpenAlex (CC0)
    Named by
    both expert lists
    Score
    0.486 · computed rank 246 · consensus 0.74, must-read 0, citations percentile 0.755 (2010s · safety), 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.