Wednesday, May 24, 2006
Ways to make Bayes nets smaller
At the AFOSR meeting Marek Druzdzel from Pitt is talking about various ways to go beyond standard ICI and Noisy OR techniques to create Bayes nets that have smaller numbers of parameters. Probablistic ICI, Noisy OR+/OR-, and Demorgan gates are the techniques suggested. Code and papers are cited at his Decision Systems Lab site and his GeNIe and SMILE system downloads are available here.