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Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)
Gaussian Processes for Machine Learning - Adaptive Computation and Machine Learning
Author: Carl Edward Rasmussen, Christopher K. I. Williams
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 and practical aspects of GPs in machine learning. The t...  more »
ISBN-13: 9780262182539
ISBN-10: 026218253X
Publication Date: 12/1/2005
Pages: 272
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Publisher: The MIT Press
Book Type: Hardcover
Members Wishing: 0
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