Estimating Possible Causal Effects with Latent Variables via Adjustment.
Tian-Zuo WangTian QinZhi-Hua ZhouPublished in: ICML (2023)
Keyphrases
- latent variables
- causal effects
- observational data
- observed variables
- causal relationships
- structural equation models
- probabilistic model
- causal relations
- random variables
- topic models
- linear models
- latent variable models
- prior knowledge
- gaussian process
- hidden variables
- causal discovery
- causal models
- training set
- lower bound
- experimental data