Causal discovery using compression-complexity measures.
Pranay SYNithin NagarajPublished in: J. Biomed. Informatics (2021)
Keyphrases
- causal discovery
- complexity measures
- causal models
- causal relationships
- discovery process
- causal structure
- bayesian networks
- nearest neighbor classifier
- lower bound
- directed acyclic graph
- conditional independence
- learning paradigms
- data sets
- experimental data
- distance measure
- semi supervised
- optimal solution
- objective function
- observational data
- reinforcement learning
- decision trees