Language modelling and Hidden Markov models

lang4.ps.gz, | PDF | | DJVU | abstract | ps mirror, Canada |

`A Hierarchical Dirichlet Language Model.' with L.Peto

amino.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | amino.ps.gz. abstract.

` Models for Dice Factories and Amino Acid Probabilities. '. (Unfinished technical report from 1994; this work led to my work on density networks for protein sequences.)
Also, an unfinished addendum, amino_is.ps.gz. | PDF | | DJVU |

Hidden Markov models

jordan.ps.gz. abstract. | <- UK | Canada -> | jordan.ps.gz. | PDF | | DJVU | abstract.

` Equivalence of Linear Boltzmann Chains and Hidden Markov Models '.

ensemblePaper.ps.gz. abstract. | <- UK | Canada -> | ensemblePaper.ps.gz. | PDF | | DJVU | abstract.

` Ensemble Learning for Hidden Markov Models '.

Protein sequence modelling and Density Networks

ch_learning.ps.gz. abstract. | <- UK | Canada -> | ch_learning.ps.gz. | PDF | | DJVU | abstract.

` Bayesian Neural Networks and Density Networks '.

density.ps.gz, | PDF | | DJVU | abstract | ps mirror, Canada |

`Density Networks and their application to Protein Modelling' (this version appeared in Maximum Entropy Proceedings)

density97.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | density97.ps.gz. abstract.

D. MacKay and M. Gibbs (1997): ` Density Networks '. (this version in proceedings of Edinburgh meeting, ed. Jim Kay)