Unsupervised Classifiers, Mutual Information and 'Phantom Targets
Bridle, John S., Heading, Anthony J. R., MacKay, David J. C.
–Neural Information Processing Systems
We derive criteria for training adaptive classifier networks to perform unsupervised data analysis. The first criterion turns a simple Gaussian classifier into a simple Gaussian mixture analyser. The second criterion, which is much more generally applicable, is based on mutual information.
Neural Information Processing Systems
Dec-31-1992