Gaussian Processes for Machine Learning

• Main Author: Rasmussen, Carl Edward (auth)
• Other Authors: Williams, Christopher K. I. (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: Cambridge The MIT Press 2005
• Series: Adaptive Computation and Machine Learning series
• Subjects: Computer science; Machine learning; Artificial intelligence
• Online Access: DOAB: download the publication; DOAB: description of the publication

A 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 incr...