Shortcuts for causal discovery of nonlinear models by score matching.
Francesco MontagnaNicoletta NocetiLorenzo RosascoFrancesco LocatelloPublished in: CoRR (2023)
Keyphrases
- causal discovery
- nonlinear models
- causal models
- causal relationships
- discovery process
- linear models
- causal structure
- linear model
- bayesian networks
- directed acyclic graph
- conditional independence
- statistical models
- databases
- real time
- prior knowledge
- maximum likelihood
- least squares
- control law
- knowledge discovery
- pairwise
- decision making
- machine learning