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Christopher K. I. Williams

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.

Gaussian Processes for Machine LearningGaussian Processes for Machine Learning
Carl Edward Rasmussen and Christopher K. I. Williams
Cloth / December 2005
A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.
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