Probabilistic Logic with Conditional Independence Formulae.
Magdalena IvanovskaMartin GiesePublished in: ECAI (2010)
Keyphrases
- conditional independence
- probabilistic logic
- probability theory
- bayesian networks
- probabilistic reasoning
- random variables
- graphical models
- maximum entropy
- probability distribution
- structure learning
- possibility theory
- directed acyclic graph
- causal models
- statistical relational learning
- axiomatic characterization
- default reasoning
- probabilistic inference
- conditional probabilities
- first order logic
- model selection
- decision making
- machine learning