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    ICML
    2009
    IEEE
    157views Machine Learning» more  ICML 2009»
    Function factorization using warped Gaussian processes
    16 years 3 months ago
    Function factorization using warped Gaussian processes
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    Mikkel N. Schmidt
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    ECML
    2007
    Springer
    168views Machine Learning» more  ECML 2007»
    Approximating Gaussian Processes with H2-Matrices
    15 years 4 months ago
    Approximating Gaussian Processes with H2-Matrices
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    Steffen Börm, Jochen Garcke
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    115
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    ICML
    2007
    IEEE
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    Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach
    16 years 3 months ago
    Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach
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    Andreas Krause, Carlos Guestrin
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    106
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    ICML
    2009
    IEEE
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    Non-linear matrix factorization with Gaussian processes
    16 years 3 months ago
    Non-linear matrix factorization with Gaussian processes
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    Neil D. Lawrence, Raquel Urtasun
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    Gaussian Processes for Machine Learning
    17 years 13 days ago
    Gaussian Processes for Machine Learning
    Download  www.gaussianprocess.org
    "Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning...
    Carl Edward Rasmussen and Christopher K. I. Willia...
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