Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge.
Tian-Zuo WangTian QinZhi-Hua ZhouPublished in: NeurIPS (2022)
Keyphrases
- background knowledge
- latent variables
- prior knowledge
- causal relationships
- probabilistic model
- inductive logic programming
- logic programs
- latent variable models
- domain knowledge
- observational data
- random variables
- topic models
- hidden variables
- structural svms
- representation language
- bayesian networks
- observed variables
- knowledge base
- generative model
- semantic information
- keywords
- causal models