Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning.
Yuejiang LiuAlexandre AlahiChris RussellMax HornDominik ZietlowBernhard SchölkopfFrancesco LocatelloPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- learning process
- active learning
- causal structure
- prior knowledge
- learning systems
- learning tasks
- causal relationships
- causal bayesian networks
- causal discovery
- multiple representations
- qualitative models
- causal models
- learning problems
- supervised learning
- causal relations
- image representation
- causal networks
- decision trees
- data sets