Updating the Model
n Given a new data instance (Q:=q, x):
n Update P(G,qG) to get posterior P(G,qG | Q:=q, x)
n P(G,qG | Q:=q, x) is our new model
n A distribution over graphs and parameters
n Given a model P(G,qG) in principle we can obtain P(XY)