Sound and complete causal identification with latent variables given local background knowledge.
Tian-Zuo WangTian QinZhi-Hua ZhouPublished in: Artif. Intell. (2023)
Keyphrases
- background knowledge
- latent variables
- prior knowledge
- causal relationships
- inductive logic programming
- probabilistic model
- domain knowledge
- logic programs
- observational data
- hidden variables
- latent variable models
- random variables
- topic models
- observed variables
- bayesian networks
- structural svms
- knowledge base
- semantic information
- relational learning
- representation language
- causal models
- causal discovery
- information retrieval