Nonparametric Identifiability of Causal Representations from Unknown Interventions.
Julius von KügelgenMichel BesserveWendong LiangLuigi GreseleArmin KekicElias BareinboimDavid M. BleiBernhard SchölkopfPublished in: CoRR (2023)
Keyphrases
- causal bayesian networks
- causal models
- causal discovery
- bayesian networks
- causal structure
- active learning
- causal networks
- data driven
- directed acyclic graph
- observational data
- higher level
- causal relationships
- decision trees
- causal relations
- data sets
- causal reasoning
- qualitative models
- conditional independence
- random variables
- causal effects
- bayesian modeling