Causal Discovery with Bayesian Networks Inductive Transfer.
Haiyang JiaZuoxi WuJuan ChenBingguang ChenSicheng YaoPublished in: KSEM (1) (2018)
Keyphrases
- causal discovery
- bayesian networks
- causal relationships
- causal models
- conditional independence
- markov blanket
- discovery process
- directed acyclic graph
- multiple tasks
- graphical models
- observational data
- structure learning
- multitask learning
- probabilistic model
- probability distribution
- probabilistic inference
- conditional probabilities
- learning tasks
- context sensitive
- text categorization
- data sets
- decision trees