Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling.
Hao WangChengzhi MaoHao HeMingmin ZhaoTommi S. JaakkolaDina KatabiPublished in: AAAI (2019)
Keyphrases
- bayesian networks
- probabilistic inference
- probabilistic networks
- inference in bayesian networks
- probabilistic reasoning
- causal networks
- bayesian network models
- conditional probability tables
- bayesian network inference
- graphical models
- structure learning
- learning bayesian networks
- parameter learning
- conditional independence
- credal networks
- exact inference
- multiply sectioned bayesian networks
- probabilistic modeling
- social networks
- dynamic bayesian networks
- complex networks
- health care
- random variables
- probability distribution
- efficient learning
- heterogeneous networks
- conditional probabilities
- variable elimination
- network structure
- chain graphs
- expert systems