Equivalence and Conditional Independence in Atomic Sheaf Logic.
Alex SimpsonPublished in: CoRR (2024)
Keyphrases
- conditional independence
- probability theory
- bayesian networks
- random variables
- probability distribution
- graphical models
- causal models
- structure learning
- directed acyclic graph
- logical inference
- learning bayesian networks
- modal logic
- gaussian model
- bayesian network structure
- structure and parameter learning
- logic programming
- statistical independence
- axiomatic characterization
- causal independence
- conditional independencies
- possibility theory
- markov property
- em algorithm
- logic programs
- belief propagation