Probabilistic Abductive Logic Programming using Dirichlet Priors.
Calin-Rares TurliucLuke DickensAlessandra RussoKrysia BrodaPublished in: PLP@ICLP (2015)
Keyphrases
- abductive logic programming
- generalized em algorithm
- learned from training data
- logic programs
- bayesian framework
- generative model
- probabilistic logic
- probabilistic model
- bayesian networks
- mixture model
- em algorithm
- dirichlet prior
- machine learning
- probabilistic reasoning
- query processing
- prior distribution
- proof procedure
- search algorithm
- information systems
- artificial intelligence