David MacKay
Publications
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?
Any questions?
Search :
Home
Single document
(see also the
Language, Proteins, Density nets
page)
Independent Component Analysis (and other latent variable models)
ica.ps.gz
. |
PDF
|
DJVU
|
abstract
. | <- UK | Canada -> |
ica.ps.gz
.
abstract
.
`
Maximum Likelihood and Covariant Algorithms for Independent Component Analysis
'. (see also
Barak Pearlmutter's work
)
Unpublished paper.
PhD Thesis on Bayesian Independent Component Analysis
by
James Miskin
icagenes.ps.gz
|
pdf
|
DJVU
.
abstract
. | <- UK | Canada -> |
icagenes.ps.gz
. |
pdf
. |
djvu
.
abstract
.
`
Latent Variable Models for Gene Expression Data
'.
With James Miskin
Generalized Boltzmann machines / Contrastive Divergence
rbm.ps.gz
.
rbm.pdf
.
abstract
. | <- UK | Canada -> |
rbm.ps.gz
.
rbm.pdf
.
abstract
.
`
Are Restricted Boltzmann Machines Universal?
'. with Marcus Frean and Philip Sterne
gbm.ps.gz
|
pdf
|
DJVU
|
abstract
. | <- UK | Canada -> |
gbm.ps.gz
.
pdf
. |
DJVU
.
abstract
.
`
Failures of the One-Step Learning Algorithm
'.
`Boosting'
boost.ps.gz
.
boost.pdf
.
abstract
. | <- UK | Canada -> |
boost.ps.gz
.
boost.pdf
.
abstract
.
`
Likelihood-based Boosting
'. With Radford Neal (Unpublished paper, 1998)
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