Non-Minimal Triangulations for Mixed Stochastic/Deterministic Graphical Models.

Chris D. Bartels Jeff A. Bilmes

Published in: CoRR (2012)

Keyphrases

graphical models
belief propagation
random variables
probabilistic graphical models
probabilistic model
markov networks

approximate inference
probabilistic inference
graph structure
conditional random fields
map inference
conditional independence

bayesian networks
structure learning
statistical inference
monte carlo
belief networks
exact inference

chain graphs
directed acyclic
gaussian graphical models
graphical structure
statistical relational learning
message passing