Approximate Probabilistic Inference with Bounded Error for Hybrid Probabilistic Logic Programming.
Steffen MichelsArjen HommersomPeter J. F. LucasPublished in: IJCAI (2016)
Keyphrases
- logic programming
- probabilistic inference
- probabilistic reasoning
- bayesian networks
- conditional probabilities
- belief networks
- logic programs
- variable elimination
- graphical models
- probabilistic logic
- logic programming language
- answer set programming
- programming language
- knowledge representation
- message passing
- influence diagrams
- automated reasoning
- knowledge base
- probabilistic model
- probabilistic logic programs
- reasoning tasks
- answer sets
- inductive logic programming
- probabilistic graphical models
- probability distribution
- belief propagation
- general purpose
- object oriented
- statistical relational learning
- active learning
- pairwise