Selecting causal brain features with a single conditional independence test per feature.
Atalanti-Anastasia MastakouriBernhard SchölkopfDominik JanzingPublished in: NeurIPS (2019)
Keyphrases
- conditional independence
- bayesian networks
- causal models
- feature set
- selecting features
- image features
- feature vectors
- causal independence
- single feature
- probability distribution
- causal discovery
- graphical models
- feature values
- random variables
- learning bayesian networks
- feature subset
- feature space
- independence relations
- directed acyclic graph
- possibility theory
- structure learning
- markov blanket
- neural network
- posterior probability