Non-Minimal Triangulations for Mixed Stochastic/Deterministic Graphical Models.
Chris D. BartelsJeff A. BilmesPublished 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