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    Machine learning foundations· book· 2005

    Gaussian Processes for Machine Learning

    Carl E. Rasmussen (first author) · 2005 · published 2006

    Read the original

    DOI 10.7551/mitpress/3206.001.0001OpenAlex W1746819321

    On the reading lists

    Why it matters

    Definitive treatment of Gaussian processes for probabilistic prediction, kernels, and uncertainty estimation.

    Condensed from the expert lists' notes.

    The record

    First released
    2005 (from OpenAlex)
    Published
    2006
    Citations
    11,719 citations, as counted by OpenAlex (CC0)
    Named by
    both expert lists

    Editor's notes

    • Classed as book: MIT Press textbook by Rasmussen and Williams. (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). Each count names its source. See the method.