Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments.
Osman MianMichael KampJilles VreekenPublished in: AAAI (2023)
Keyphrases
- information theoretic
- causal discovery
- information theory
- mutual information
- theoretic framework
- jensen shannon divergence
- information bottleneck
- log likelihood
- information theoretic measures
- discovery process
- relative entropy
- bayesian networks
- causal models
- kl divergence
- jensen shannon
- computer vision
- causal structure
- minimum description length
- kullback leibler divergence
- sample size
- prior knowledge