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Unpublished paper.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 With Radford Neal (Unpublished paper, 1998)