David MacKay
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Environment and Energy 
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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 
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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 
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Human-computer Interfaces 
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Computational Neuroscience 
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Evolution and Molecular Biology  
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Miscellaneous work 
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Errata 
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Software and Files 
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Recommendations 
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Any Problems? 


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Variational methods

ensemble.ps.gz. | PDF | DJVU | abstract. | ps mirror, Canada |
` Developments in Probabilistic Modelling with Neural Networks - Ensemble Learning '.
nips.ps.gz. | PDF | DJVU | abstract | ps mirror, Canada |
`Ensemble Learning and Evidence Maximization'.
ensemblePaper.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | ensemblePaper.ps.gz. abstract.
` Ensemble Learning for Hidden Markov Models '.
vgc.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | vgc.ps.gz. abstract.
` Variational Gaussian Process Classifiers '.
With M.N. Gibbs.
minima.ps.gz. minima.pdf. | minima.DJVU. abstract. | <- UK | Canada -> | minima.ps.gz. minima.pdf. | minima.DJVU. abstract.
` A Problem with Variational Free Energy Minimization '. (first published Sat 23/6/01)
compact.ps.gz. compact.pdf. abstract. | <- UK | Canada -> | compact.ps.gz. compact.pdf. abstract.
` Compactness of variational approximations '. By David J C MacKay, Richard Turner, and Maneesh Sahani

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