Relational Reasoning via Probabilistic Coupling.
Gilles BartheThomas EspitauBenjamin GrégoireJustin HsuLéo StefanescoPierre-Yves StrubPublished in: LPAR (2015)
Keyphrases
- probabilistic logic
- probabilistic reasoning
- probabilistic relational
- statistical relational learning
- bayesian networks
- probabilistic knowledge
- causal networks
- automated reasoning
- knowledge representation
- probabilistic model
- knowledge base
- generative model
- uncertain data
- data model
- relational databases
- logical inference
- default reasoning
- relational data
- reasoning tasks
- probability theory
- information theoretic
- meta level
- databases
- posterior probability
- structured representations
- imprecise probabilities