Gaussian Processes for Machine Learning by Carl Edward Rasmussen, Christopher K.I. Williams

Gaussian Processes for Machine Learning

Adaptive Computation and Machine Learning

Carl Edward Rasmussen, Christopher K.I. Williams

272 pages • first pub 2005 (editions)

nonfiction computer science mathematics science informative medium-paced
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A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.Gaussian processes (GPs) provide a principled, practical, probabilistic approach to...

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