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    Machine learning foundations· book· 2006

    Pattern Recognition and Machine Learning

    Bishop (first author) · 2006

    Read the original

    DOI 10.1007/978-0-387-45528-0OpenAlex W4212863985

    On the reading lists

    Why it matters

    Canonical probabilistic ML textbook.

    Condensed from the expert lists' notes.

    The record

    First released
    2006 (from OpenAlex)
    Citations
    41,889 citations, as counted by Semantic Scholar logoSemantic Scholar (non-commercial licence)
    Named by
    both expert lists

    Editor's notes

    • Classed as book: Bishop's textbook. (AI draft (Claude), not yet reviewed, 2026-10-29)

    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.