Gaussian Processes for Machine Learning

Carl Edward Rasmussen; Christopher K I Williams; Francis Bach
Mit Press
9780262182539
0-262-18253-X

A comprehensive and self-contained introduction to Gaussian processes, which providea principled, practical, probabilistic approach to learning in kernel machines.