Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series) [Hardcover] Rasmussen, Carl Edward and Williams, Christopher K. I. label_12 books Blood of Elves

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Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series) [Hardcover] Rasmussen, Carl Edward and Williams, Christopher K. I. label_12 books Blood of ElvesA comprehensive and self contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines. 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