`Probable Networks and Plausible Predictions -
A Review of Practical
Bayesian Methods for Supervised Neural Networks'
This is the final version of a review paper based on
a book chapter in a Springer publication
entitled "Bayesian methods for backpropagation networks";
it appeared as
a commissioned
review article in Network (IOPP).
Bayesian Non-Linear Modelling with Neural Networks
A review paper giving a basic introduction to neural networks
and then describing Bayesian methods, with two case studies.
` Bayesian Model Comparison and Backprop Nets
'.
NIPS paper reviewing Bayesian methods, and including discussion of
the relationship to the `Effective VC dimension' in Structural Risk Minimization.