Triad Constraints for Learning Causal Structure of Latent Variables.
Ruichu CaiFeng XieClark GlymourZhifeng HaoKun ZhangPublished in: NeurIPS (2019)
Keyphrases
- causal structure
- latent variables
- causal relationships
- prior knowledge
- learning process
- learning algorithm
- causal discovery
- supervised learning
- latent variable models
- structural svms
- causal models
- bayesian networks
- hidden variables
- active learning
- experimental data
- random variables
- random walk
- knowledge discovery
- structured output
- observed variables
- reinforcement learning