Lifted Relax, Compensate and then Recover: From Approximate to Exact Lifted Probabilistic Inference
Guy Van den BroeckArthur ChoiAdnan DarwichePublished in: CoRR (2012)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- conditional probabilities
- message passing
- probabilistic reasoning
- context specific independence
- marginal probabilities
- influence diagrams
- approximate inference
- junction tree
- weighted model counting
- variable elimination
- bayesian belief networks
- efficient inference
- bucket elimination
- elimination algorithm
- random variables
- belief networks
- exact inference
- graph cuts
- higher order
- image segmentation
- data sets