Incremental Junction Tree Inference.
Hamza AgliPhilippe BonnardChristophe GonzalesPierre-Henri WuilleminPublished in: IPMU (1) (2016)
Keyphrases
- junction tree
- bayesian networks
- probabilistic inference
- inference in bayesian networks
- message passing
- belief networks
- efficient inference
- influence diagrams
- belief updating
- exact inference
- belief propagation
- graphical models
- incremental learning
- approximate inference
- dynamic bayesian networks
- belief state
- probabilistic graphical models
- bayesian inference
- distributed systems
- probabilistic model
- computational complexity
- posterior probability
- prior knowledge
- structure learning
- posterior distribution
- decision problems
- sensitivity analysis