Chordal Graphs to Identify Graphical Model Solutions of Maximum of Entropy Under Constraints on Marginals.
Alain FrancM. GoulardNathalie PeyrardPublished in: SIAM J. Discret. Math. (2010)
Keyphrases
- graphical models
- belief propagation
- graph structure
- graphical structure
- directed acyclic
- probabilistic model
- gaussian graphical models
- probabilistic inference
- approximate inference
- random variables
- structure learning
- probabilistic graphical models
- bayesian networks
- conditional random fields
- conditional independence
- markov networks
- map inference
- belief networks
- exact inference
- structural learning
- conditional dependencies
- undirected graph
- statistical inference
- factor graphs
- message passing
- global constraints
- undirected graphical models