Inference for probabilistic dependency graphs.
Oliver E. RichardsonJoseph Y. HalpernChristopher De SaPublished in: UAI (2023)
Keyphrases
- dependency graphs
- bayesian networks
- belief networks
- inference process
- probabilistic networks
- dependency graph
- probabilistic reasoning
- probabilistic inference
- bayesian reasoning
- logical inference
- bayes nets
- probabilistic modeling
- probabilistic model
- variable elimination
- inference in bayesian networks
- bayesian inference
- probability theory
- independence assumption
- exact inference
- learning algorithm
- random fields
- conditional probabilities
- data driven
- factor graphs
- inference mechanism
- inference engine
- uncertain data
- graphical models
- probability distribution
- information systems