the open
    research
    Contribute
    Back to the reading lists

    Safety, alignment & interpretability· 2018

    Anchors: High-Precision Model-Agnostic Explanations

    Marco Tulio Ribeiro (first author) · 2018

    Read the original

    DOI 10.1609/aaai.v32i1.11491arXiv 1802.07623OpenAlex W2788403449

    On the reading lists

    Why it matters

    Introduced high-precision local rules as intuitive, model-agnostic explanations of predictions.

    Condensed from the expert lists' notes.

    The record

    First released
    2018 (from arXiv 1802.07623)
    Citations
    2,162 citations, as counted by OpenAlex (CC0)
    Named by
    both expert lists
    Score
    0.388 · computed rank 385 · consensus 0.56, must-read 0, citations percentile 0.628 (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.