Gaussian Processes for Machine Learning

• मुख्य लेखक: Rasmussen, Carl Edward (auth)
• अन्य लेखक: Williams, Christopher K. I. (auth)
• स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
• भाषा: अंग्रेज़ी
• प्रकाशित: Cambridge The MIT Press 2005
• श्रृंखला: Adaptive Computation and Machine Learning series
• विषय: Computer science; Machine learning; Artificial intelligence
• ऑनलाइन पहुंच: 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...