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    Machine learning foundations· book· 2005

    Algorithmic Learning in a Random World

    Vovk (first author) · 2005

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    DOI 10.1007/b106715OpenAlex W1553101044

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    Why it matters

    Canonical reference for conformal prediction.

    Condensed from the expert lists' notes.

    The record

    First released
    2005 (from OpenAlex)
    Citations
    2,896 citations, as counted by Semantic Scholar logoSemantic Scholar (non-commercial licence)
    Named by
    the grok list only

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0), and Semantic Scholar logoSemantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.