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