26th January 2004 — Learning graph structure

Yuan and Zoubin will present on learning the structure of graphical models.

Primary recommended reading:

Section 6 of D. Heckerman, (1995) "Tutorial on learning in Bayesian networks," Microsoft Technical Report. N. Friedman. (1998) The Bayesian Structural EM Algorithm. In Fourteenth Conf. on Uncertainty in Artificial Intelligence (UAI). 1998.

Other reading: