transversal
Summary of my research: Inference and Learning
What I do
I work on Bayesian probability theory and its application to
inference problems, including
What you can find here
This website includes
- almost all the papers
I have written - on Hebbian learning, Bayesian methods, Neural networks,
Latent variable models,
Error-correcting codes, and Natural selection;
-
Some presentations.
-
Two books:
my BibTeX file, mackay.bib, containing citations (email me if you think it's not up to date)
much of the software that I have written, including simulation software,
optimizers,
and teaching software (information theory and neural networks | dynamics);
databases of research results (especially for error-correcting codes)
software for making error-correcting codes, and databases of
such codes.
data sets relating to machine learning.
Sustainable Energy - without the hot air
Information Theory, Inference, and Learning Algorithms
My papers and software are mirrored in North America.