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Gaussian processes for machine learning

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Cover for Gaussian processes for machine learning
GP
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Carl Edward RasmussenChristopher K. I. WilliamsFrancis Bach6 editions

Gaussian processes (GPs) provide an approach to kernel-machine learning. This book provides a treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, targeted at researchers and students in machine learning and applied statistics. (From the book's web site, http://www.gaussianprocess.org/gpml/ )

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3 credited authorsSearch language english

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  • Carl Edward Rasmussen

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  • Christopher K. I. Williams

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  • Francis Bach

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