General-Purpose MCMC Inference over Relational Structures.
Brian MilchStuart J. RussellPublished in: UAI (2006)
Keyphrases
- relational structures
- general purpose
- markov chain monte carlo
- relational data
- bayesian inference
- first order logic
- relational databases
- association graph
- generative model
- markov logic networks
- probabilistic inference
- point sets
- bayesian networks
- posterior distribution
- datalog programs
- programming language
- databases
- posterior probability