Hybrid Bayesian network discovery with latent variables by scoring multiple interventions.
Kiattikun ChobthamAnthony C. ConstantinouNeville Kenneth KitsonPublished in: CoRR (2021)
Keyphrases
- latent variables
- bayesian networks
- probabilistic model
- random variables
- hidden variables
- prior knowledge
- posterior distribution
- hierarchical model
- causal relationships
- latent variable models
- observational data
- real valued
- approximate inference
- graphical models
- probabilistic inference
- gaussian process
- max margin
- topic models
- exact inference
- latent space
- information extraction
- variational bayes
- observed variables
- factor graphs
- data sets
- conditionally independent
- conditional probabilities
- generative model
- co occurrence
- probability distribution
- high dimensional
- learning algorithm
- machine learning