[UAI] conditional probability question

[Neal Rothleder and Eric Bloedorn]

We are working on a problem in for which we would like to use Bayes
rule, but that appears computationally infeasible. Can anyone
in this list suggest methods for calcuating a large number of
conditional probabilities required for Bayes without the independence
assumption?

Thanks,
Eric Bloedorn
MITRE Corporation