Bayesian Committee Machine MATLAB software written by Anton Schwaighofer

View the Project on GitHub sods/bcm

Bayesian Committee Machine

This software used to be hosted by Anton Schwaighofer, but doesn't appear to be on line any more. We've added it here under the sods repo to ensure it is available. Below is Anton's original README file.

Version 1.0, November 2005

The Bayesian Committee Machine (BCM) is an approximation method for large-scale Gaussian process regression.

What you should know beforehand:

Relevant publications:

V. Tresp. A bayesian committee machine. Neural Computation, 12, 2000

A. Schwaighofer and V. Tresp. Transductive and inductive methods for approximate Gaussian process regression. In S. Becker, S. Thrun, and K. Obermayer, editors, Advances in Neural Information Processing Systems 15. MIT Press, 2003