Lifted Relax, Compensate and then Recover: From Approximate to Exact Lifted Probabilistic Inference.
Guy Van den BroeckArthur ChoiAdnan DarwichePublished in: UAI (2012)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- influence diagrams
- conditional probabilities
- approximate inference
- belief networks
- message passing
- efficient inference
- marginal probabilities
- weighted model counting
- junction tree
- context specific independence
- probabilistic reasoning
- bucket elimination
- bayesian belief networks
- domain knowledge
- exact inference
- belief propagation
- neural network
- variable elimination