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    Safety, alignment & interpretability· 2018

    RISE: Randomized Input Sampling for Explanation of Black-box Models

    Vitali Petsiuk (first author) · 2018

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    arXiv 1806.07421OpenAlex W2809136100

    On the reading lists

    Why it matters

    Model-agnostic randomized masking for saliency.

    Condensed from the expert lists' notes.

    The record

    First released
    2018 (from arXiv 1806.07421)
    Citations
    1,682 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    the grok list only
    Score
    0.273 · computed rank 673 · consensus 0.24, must-read 0, citations percentile 0.574 (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.