Bayes Nets
It is easy to generate an
unbiased example at the
leaf nodes.
It is typically hard to
compute the posterior
distribution over all
possible configurations of
hidden causes.
Given samples from the
posterior, it is easy to
learn the local
interactions
Hidden cause
Visible
effect