Towards Completely Lifted Search-based Probabilistic Inference
David PooleFahiem BacchusJacek KisynskiPublished in: CoRR (2011)
Keyphrases
- probabilistic inference
- graphical models
- approximate inference
- bayesian networks
- conditional probabilities
- context specific independence
- influence diagrams
- search algorithm
- probabilistic reasoning
- bayesian belief networks
- belief networks
- weighted model counting
- efficient inference
- exact inference
- message passing
- search space
- pairwise
- belief propagation
- bucket elimination
- feature vectors
- variable elimination
- data sets
- training examples
- markov random field
- small number
- probability distribution
- probabilistic model
- active learning