Elimination Ordering in Lifted First-Order Probabilistic Inference.
Seyed Mehran KazemiDavid PoolePublished in: AAAI (2014)
Keyphrases
- probabilistic inference
- elimination algorithm
- graphical models
- bayesian networks
- probabilistic reasoning
- approximate inference
- influence diagrams
- weighted model counting
- message passing
- first order logic
- belief networks
- context specific independence
- conditional probabilities
- efficient inference
- higher order
- partial order
- variable elimination
- bayesian belief networks
- exact inference
- probabilistic databases
- probabilistic model