Home
Books
Journals
Datasets
Publications
» Basics of GPs
» Sparse GPs
» Uncertain Inputs
» Dynamic Systems
» Sequential Data
» Mixtures of GPs
» Multiple Outputs
» Others
People
Web Links
Basics of Gaussian Processes
M Seeger.
Gaussian processes for machine learning
. International Journal of Neural Systems, 2004.
M Ebden.
Gaussian Processes for Regression: A Quick Introduction
. 2008.
CE Rasmussen.
Gaussian Processes in Machine Learning
.
BD Chuong, updated by L Honglak.
Gaussian processes
.
DJC Mackay.
Introduction to Gaussian processes
. NATO ASI series. Series F: computer and system sciences.
JL Doob.
The elementary Gaussian processes
. Ann. Math. Statist, 1944.
P Sollich, CKI Williams.
Understanding Gaussian Process Regression Using the Equivalent Kernel
. Lecture Notes in Computer Science, 2005.
Dr Arman Melkumyan
Rio Tinto Centre for Mine Automation
Australian Centre for Field Robotics
Link Building J13, Room 317
University of Sydney