Initial Results for Pairwise Causal Discovery Using Quantitative Information Flow.
Felipe GioriFlavio V. D. de FigueiredoPublished in: CoRR (2022)
Keyphrases
- information flow
- causal discovery
- pairwise
- causal models
- causal relationships
- flow analysis
- discovery process
- causal structure
- information flows
- social networks
- bayesian networks
- supply chain
- flow graph
- directed acyclic graph
- similarity measure
- communication networks
- markov random field
- markov blanket
- random walk
- conditional independence
- knowledge discovery
- machine learning
- information security
- model selection
- probability distribution
- information systems