Gaussian Processes for Machine Learning by Rasmussen, Carl Edward
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Gaussian Processes for Machine Learning by Rasmussen, Carl Edward

Gaussian Processes for Machine Learning

MIT Press
Price:
$62.50

Description

A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.

Author: Carl Edward Rasmussen, Christopher K. I. Williams
Publisher: MIT Press
Published: 11/23/2005
Pages: 272
Binding Type: Hardcover
Weight: 1.65lbs
Size: 10.22h x 8.26w x 0.73d
ISBN13: 9780262182539
ISBN10: 026218253X
BISAC Categories:
- Computers | Artificial Intelligence | General
- Computers | Machine Theory
- Computers | Computer Science

About the Author
Carl Edward Rasmussen is a Lecturer at the Department of Engineering, University of Cambridge, and Adjunct Research Scientist at the Max Planck Institute for Biological Cybernetics, Tübingen.

Christopher K. I. Williams is Professor of Machine Learning and Director of the Institute for Adaptive and Neural Computation in the School of Informatics, University of Edinburgh.