D.J.C. MacKay (1997)
Introduction to Gaussian Processes
Miscellaneous publication.
Gaussian Processes are introduced for classification and regression. The tutorial includes background facts on the connection between Neural Networks and GPs, gives a Bayesian probabilistic interpretation, explains the use of hyperparameters and explains implementation issues.
Extended version of a tutorial at ICANN'97