Computational Implementation of Bayesian methods

alpha.ps.gz, | PDF | DJVU | abstract | ps mirror, Canada | pdf | djvu |

Hyperparameters: optimize, or integrate out?
This paper appeared in shortened form in the 1993 Maxent proceedings. The long version underwent a lengthy refereeing process with Neural Computation, where it was published (1999) under the title Comparison of Approximate Methods for Handling Hyperparameters.

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

`Choice of Basis for Laplace Approximation'.
To appear in Machine Learning.

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

` More sensitive tests in DELVE'.

See also

• Monte Carlo methods page
• Variational methods page