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