Sound probabilistic inference via guide types.
Di WangJan HoffmannThomas W. RepsPublished in: PLDI (2021)
Keyphrases
- probabilistic inference
- graphical models
- message passing
- probabilistic reasoning
- belief networks
- influence diagrams
- bayesian networks
- weighted model counting
- bucket elimination
- approximate inference
- conditional probabilities
- efficient inference
- context specific independence
- bayesian belief networks
- variable elimination
- feature selection
- junction tree
- random variables