Unifying tree decompositions for reasoning in graphical models.
Kalev KaskRina DechterJavier LarrosaAvi DechterPublished in: Artif. Intell. (2005)
Keyphrases
- graphical models
- tree decompositions
- belief propagation
- possibilistic networks
- probabilistic inference
- probabilistic model
- probabilistic reasoning
- tree decomposition
- constraint satisfaction problems
- random variables
- probabilistic graphical models
- bayesian networks
- conditional independence
- approximate inference
- belief networks
- markov networks
- conditional random fields
- map inference
- factor graphs
- knowledge base
- probabilistic logic
- np hard
- directed acyclic graph
- knowledge representation