Nonparametric Identifiability of Causal Representations from Unknown Interventions.
Julius von KügelgenMichel BesserveWendong LiangLuigi GreseleArmin KekicElias BareinboimDavid M. BleiBernhard SchölkopfPublished in: NeurIPS (2023)
Keyphrases
- causal bayesian networks
- causal models
- causal discovery
- bayesian networks
- causal structure
- causal relationships
- causal networks
- active learning
- data driven
- observational data
- multiple representations
- causal effects
- possibilistic networks
- qualitative models
- high level
- higher level
- non stationary
- database
- multiscale
- artificial intelligence
- causal inference
- neural network