General-Purpose MCMC Inference over Relational Structures.
Brian MilchStuart J. RussellPublished in: CoRR (2012)
Keyphrases
- relational structures
- general purpose
- markov chain monte carlo
- relational data
- bayesian inference
- first order logic
- association graph
- point sets
- relational databases
- bayesian networks
- datalog programs
- markov logic networks
- posterior distribution
- probabilistic reasoning
- machine learning
- parameter estimation
- generative model
- graphical models
- probabilistic inference
- approximate inference
- database