Identifiability Guarantees for Causal Disentanglement from Soft Interventions.
Jiaqi ZhangChandler SquiresKristjan H. GreenewaldAkash SrivastavaKarthikeyan ShanmugamCaroline UhlerPublished in: CoRR (2023)
Keyphrases
- causal bayesian networks
- causal models
- bayesian networks
- causal networks
- causal discovery
- causal structure
- active learning
- causal relationships
- observational data
- causal effects
- website
- database systems
- knowledge base
- databases
- social networks
- causal relations
- data sets
- machine learning
- artificial intelligence
- causal reasoning
- directed acyclic graph
- database
- case study
- decision trees