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Department of Engineering Computational and Biological Learning Lab |
| University of Cambridge > Engineering Department > Information Engineering > Computational and Biological Learning Lab > Carl Edward Rasmussen |
Department of Engineering University of Cambridge
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Max Planck Institute for Biological Cybernetics Tübingen, Germany
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I'm a Professor in the Machine Learning Group of the Computational and Biological Learning Lab in the Division of Information Engineering at the Department of Engineering in Cambridge.
| I have co-authored a book with Chris Williams, entitled Gaussian Processes for Machine Learning, MIT Press, 2006, online version. Gaussian processes are a principled, practical, probabilistic approach to learning in kernel machines. The book describes Gaussian process approaches to regression and classification. It also discusses methods for hyperparameter tuning and model selection. Detailed algorithms are given, and demonstrations and a matlab implementation allowing very general covariance structures are available at the book web site. I gave a tutorial lecture on Gaussian processes at the NIPS 2006 conference. I also maintain a web site on Gaussian processes. |
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What's your view on sustainable growth?
The book Sustainable Energy - without the hot
air, facts about sustainable energy
by David MacKay.
What is
Science?, by Richard Feynman, 1966.
Inconsistent
Maximum Likelihood Estimation: An "Ordinary" Example a simple illustrative example from
Radford Neal's blog.
Department of Engineering
Trumpington Street
Cambridge, CB2 1PZ, UK
voice +44 (0) 1223 748 513 NOTE: new phone number
fax +44 (0) 1223 332 662
email ![]()
PGP public key
My office is on the fourth floor of the Baker Building room number BE451.
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