Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable.
Tian-Zuo WangZhi-Hua ZhouPublished in: NeurIPS (2021)
Keyphrases
- latent variables
- causal effects
- observational data
- observed variables
- causal relationships
- response variable
- probabilistic model
- causal relations
- posterior distribution
- regression model
- latent variable models
- random variables
- topic models
- hidden variables
- linear models
- gaussian process
- prior knowledge
- causal discovery
- directed acyclic graph