Graphical
Models and Decision Systems

u Twenty years of accelerated
results, innovation

u Bayesian networks and influence
diagrams

ØParsimonious representation of joint
distribution

Ø Theory of independence, *d*-separation*
*

Eric Horvitz, April 5, 2003