GPU Acceleration for Information-theoretic Constraint-based Causal Discovery.
Christopher HagedornConstantin LangeJohannes HuegleRainer SchlosserPublished in: CD@KDD (2022)
Keyphrases
- information theoretic
- causal discovery
- causal models
- mutual information
- causal relationships
- information theory
- theoretic framework
- causal structure
- bayesian networks
- discovery process
- directed acyclic graph
- information bottleneck
- kl divergence
- conditional independence
- relative entropy
- entropy measure
- information theoretic measures
- kullback leibler divergence
- observational data
- jensen shannon divergence
- co occurrence
- probabilistic model
- data mining