Gaussian processes for machine learning

About “Gaussian processes for machine learning”

A book published in 2006. Gaussian processes (GPs) provide an approach to kernel-machine learning, and this book offers a comprehensive and self-contained treatment of theoretical and practical aspects of GPs in machine learning, targeted at researchers and students in machine learning and applied statistics.