Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables.
Feng XieBiwei HuangZhengming ChenRuichu CaiClark GlymourZhi GengKun ZhangPublished in: CoRR (2023)
Keyphrases
- latent variables
- causal structure
- causal relationships
- observational data
- probabilistic model
- causal discovery
- random variables
- latent variable models
- conditionally independent
- observed variables
- causal models
- prior knowledge
- hidden variables
- topic models
- experimental data
- causal ordering
- gaussian process
- structural svms
- noise level
- causal graph
- causal effects
- bayesian networks
- causal relations
- model selection
- dynamic programming