DNF Sampling for ProbLog Inference
Dimitar Sht. ShterionovAngelika KimmigTheofrastos MantadelisGerda JanssensPublished in: CoRR (2010)
Keyphrases
- gibbs sampler
- boolean functions
- markov chain monte carlo
- efficient learning
- bayesian inference
- learning algorithm
- probabilistic inference
- random sampling
- uniform distribution
- monte carlo
- learning theory
- propositional logic
- bayesian networks
- decision trees
- parameter space
- random fields
- sample size
- markov chain
- membership queries
- probabilistic logic
- inference process
- sampling strategy