Implementation and Performance of Probabilistic Inference Pipelines.
Dimitar Sht. ShterionovGerda JanssensPublished in: PADL (2015)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- belief networks
- weighted model counting
- conditional probabilities
- message passing
- probabilistic reasoning
- efficient inference
- approximate inference
- influence diagrams
- bayesian belief networks
- context specific independence
- variable elimination
- exact inference
- markov random field
- machine learning