David MacKay
.


.
Environment and Energy 
.
Information Theory 
·Textbook 
·Gallager codes & MN codes 
·Theory of Sparse Graph codes 
·Regular Gallager codes 
·Irregular Gallager codes 
·Turbo codes  
·Insertions and deletions 
·Quantum Codes 
·Cryptanalysis and Coding 
·Discussion documents 
·More Message-Passing 
.
Probabilistic Data Modelling 
·PhD thesis 
·Bayes for neural networks 
·ICA & Latent Variable Models 
·Bayes FAQ 
·Bayesian computations 
·Monte Carlo methods 
·Variational methods 
·Gaussian processes « 
·Language, Proteins, Density nets 
·Images, Radar, Neuroscience 
·Materials science 
·Decision theory, Fair Elections 
.
Human-computer Interfaces 
.
Computational Neuroscience 
.
Evolution and Molecular Biology  
.
Miscellaneous work 
.
Errata 
.
Software and Files 
.
Recommendations 
.
Any Problems? 


Search :


.

Gaussian processes

abstract. | <- UK | Canada -> | gpros.ps.gz . abstract.
` Efficient implementation of Gaussian processes. '.
With M.N. Gibbs. Draft paper. was `Efficient methods for Interpolation with Gaussian Processes'
See also Mark's Gaussian process web site
vgc.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | vgc.ps.gz. abstract.
` Variational Gaussian Process Classifiers '.
With M.N. Gibbs.
See also Mark's Gaussian process web site
gp.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | gp.ps.gz. abstract.
` Gaussian Processes - A Replacement for Supervised Neural Networks?'.
Lecture notes for a tutorial at NIPS 1997. More about Gaussian processes.
gpB.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | gpB.ps.gz. abstract.
` Introduction to Gaussian Processes '.
This is a later version of the above lecture notes, to appear in proceedings of a NATO school.

The Inference Group is supported by the Gatsby Foundation
and by a partnership award from IBM Zurich Research Laboratory
David J.C. MacKay
Site last modified Wed Nov 12 17:38:44 GMT 2014