Approximate Inference for Logic Programs with Annotated Disjunctions.
Stefano BragagliaFabrizio RiguzziPublished in: ILP (2010)
Keyphrases
- logic programs
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- logic programming
- exact inference
- message passing
- parameter estimation
- gaussian process
- fixpoint
- bayesian networks
- background knowledge
- stable models
- latent variables
- dynamic bayesian networks
- inductive logic programming
- answer sets
- answer set programming
- normal logic programs
- conditional random fields
- parameter learning
- structured prediction
- partial deduction
- markov random field
- probabilistic model
- random variables
- information extraction
- strong equivalence
- regression model
- em algorithm
- co occurrence
- hidden markov models
- pairwise