Crucial components in probabilistic inference pipelines.
Dimitar Sht. ShterionovGerda JanssensPublished in: SAC (2015)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- weighted model counting
- approximate inference
- belief networks
- message passing
- conditional probabilities
- context specific independence
- influence diagrams
- bayesian belief networks
- probabilistic reasoning
- variable elimination
- exact inference
- junction tree
- image processing
- efficient inference
- belief propagation
- description logics
- probability distribution