Sound Probabilistic Inference via Guide Types.
Di WangJan HoffmannThomas W. RepsPublished in: CoRR (2021)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- conditional probabilities
- context specific independence
- message passing
- influence diagrams
- belief networks
- efficient inference
- approximate inference
- weighted model counting
- bayesian belief networks
- probabilistic reasoning
- bucket elimination
- variable elimination
- junction tree
- belief propagation
- random variables
- probability distribution
- machine learning
- elimination algorithm
- probabilistic model