Graphical Models for Conditional Independence Structures.
Barbara VantaggiPublished in: ISIPTA (2001)
Keyphrases
- conditional independence
- graphical models
- random variables
- belief propagation
- probabilistic model
- bayesian networks
- structure learning
- probabilistic inference
- chain graphs
- graphical structure
- conditional random fields
- graph structure
- markov networks
- approximate inference
- conditional dependencies
- probabilistic graphical models
- probability theory
- belief networks
- influence diagrams
- undirected graphical models
- possibility theory
- pairwise
- probabilistic networks
- causal discovery
- incomplete information