Continual Causal Inference with Incremental Observational Data.
Zhixuan ChuRuopeng LiStephen L. RathbunSheng LiPublished in: ICDE (2023)
Keyphrases
- causal inference
- observational data
- experimental data
- directed acyclic graph
- causal discovery
- causal models
- latent variables
- sample size
- causal relationships
- causal bayesian networks
- bayesian networks
- additive noise
- abductive reasoning
- decision problems
- probabilistic model
- discovery process
- discrete data
- learning process
- data mining
- databases