Structured Bayesian Networks: From Inference to Learning with Routes.
Yujia ShenAnchal GoyankaAdnan DarwicheArthur ChoiPublished in: AAAI (2019)
Keyphrases
- bayesian networks
- learning process
- learning algorithm
- inference in bayesian networks
- parameter learning
- learning bayesian networks from data
- structured representations
- probabilistic modeling
- dynamic bayesian networks
- learning systems
- hidden variables
- inductive inference
- relational learning
- context specific independence
- learning bayesian networks
- conditional probability tables
- supervised learning
- multiply sectioned bayesian networks
- learning environment
- bayesian network learning
- bayesian network inference
- active learning
- boltzmann machine
- probability distribution
- bayesian network structure
- structured output
- structured prediction
- efficient learning
- neural network
- online learning
- probabilistic reasoning
- message passing