Gaussian Processes for Machine Learning

• Hoofdauteur: Rasmussen, Carl Edward (auth)
• Andere auteurs: Williams, Christopher K. I. (auth)
• Formaat: Elektronisch Hoofdstuk
• Taal: Engels
• Gepubliceerd in: Cambridge The MIT Press 2005
• Reeks: Adaptive Computation and Machine Learning series
• Onderwerpen: Computer science; Machine learning; Artificial intelligence
• Online toegang: 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...