Direct and approximately valid probabilistic inference on a class of statistical functionals.
Leonardo CellaRyan MartinPublished in: Int. J. Approx. Reason. (2022)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- conditional probabilities
- message passing
- context specific independence
- belief networks
- weighted model counting
- approximate inference
- influence diagrams
- exact inference
- domain knowledge
- variable elimination
- bayesian belief networks
- probabilistic model
- special case
- prior knowledge
- efficient inference
- bucket elimination
- neural network
- junction tree
- higher order
- probability distribution
- search algorithm
- machine learning