AND/OR search spaces for graphical models.
Rina DechterRobert MateescuPublished in: Artif. Intell. (2007)
Keyphrases
- graphical models
- search space
- mini bucket
- belief propagation
- probabilistic model
- approximate inference
- random variables
- probabilistic inference
- probabilistic graphical models
- bayesian networks
- structure learning
- map inference
- conditional random fields
- factor graphs
- conditional independence
- belief networks
- markov networks
- exact inference
- search algorithm
- message passing
- statistical inference
- undirected graphical models
- graph structure
- state space
- knowledge representation
- chain graphs
- latent variables
- branch and bound
- distributed systems
- upper bound
- gaussian graphical models
- pairwise