Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling.
Hao WangChengzhi MaoHao HeMingmin ZhaoTommi S. JaakkolaDina KatabiPublished in: CoRR (2019)
Keyphrases
- bayesian networks
- probabilistic networks
- probabilistic inference
- inference in bayesian networks
- conditional probability tables
- causal networks
- social networks
- multiply sectioned bayesian networks
- probabilistic reasoning
- conditional independence
- bayesian network models
- probabilistic modeling
- bayesian belief networks
- chain graphs
- learning bayesian networks
- conditional probabilities
- bayesian network inference
- exact inference
- parameter learning
- network structure
- bayesian network learning
- efficient learning
- health care
- dynamic bayesian networks
- random variables
- probabilistic model
- neural network
- junction tree
- linear gaussian
- probability distribution
- inference mechanism
- grammatical inference
- hidden variables
- complex networks
- expert knowledge