Generally: a framework to view/model random-random object relations

Jargon

Observed Node clamped to specific, single value
Evidence (query) PD of conditioned variables

DAGs/Bayes Nets


model = a product of conditionals (with DAG topology)

Definitions

Features to care about

Querying

Representational power of DAGs

Markov Random Fields


Sources


Probabilistic Graphical Models: Course Slides

10-708 PGM