Gaussian processes for machine learning / Carl Edward Rasmussen, Christopher K.I. Williams.

Gaussian processes for machine learning /

"Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical an...

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Bibliographic Details
Main Author: Rasmussen, Carl Edward
Other Authors: Williams, Christopher K. I.
Format: Electronic eBook
Language:English
Published: Cambridge, Mass. : MIT Press, ©2006.
Series:Adaptive computation and machine learning.
Subjects:
Gaussian processes > Data processing.
Machine learning > Mathematical models.
Online Access: Full text (Wentworth users only)
Local Note:ProQuest Ebook Central

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