Bayonet: probabilistic inference for networks.
Timon GehrSasa MisailovicPetar TsankovLaurent VanbeverPascal WiesmannMartin T. VechevPublished in: PLDI (2018)
Keyphrases
- probabilistic inference
- probabilistic networks
- graphical models
- weighted model counting
- conditional probabilities
- belief networks
- bayesian networks
- probabilistic reasoning
- influence diagrams
- context specific independence
- efficient inference
- message passing
- bucket elimination
- bayesian belief networks
- approximate inference
- variable elimination
- probabilistic model
- random variables
- junction tree
- higher order
- elimination algorithm
- feature selection
- data sets