Rank-Based Causal Discovery for Post-Nonlinear Models.
Grigor KeropyanDavid StriederMathias DrtonPublished in: AISTATS (2023)
Keyphrases
- causal discovery
- nonlinear models
- causal models
- causal relationships
- linear models
- linear model
- discovery process
- bayesian networks
- causal structure
- logistic regression
- directed acyclic graph
- statistical models
- conditional independence
- control law
- data mining
- loss function
- state space
- knowledge discovery
- dynamic programming
- learning algorithm