4375205
9780262182539
Gaussian Processes for Machine Learning
by Rasmussen, Carl Edward, Williams, Christopher K. I.
8823
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Product details
- ISBN-13: 9780262182539
- ISBN: 026218253X
- Publication Date: 2006
- Publisher: MIT Press
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SUMMARY
Presents a comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines. This book deals with the supervised-learning problem for both regression and classification, and includes algorithms.Rasmussen, Carl Edward is the author of 'Gaussian Processes for Machine Learning ', published 2006 under ISBN 9780262182539 and ISBN 026218253X.
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