Approximate Online Inference for Dynamic Markov Logic Networks.
Thomas GeierSusanne BiundoPublished in: ICTAI (2011)
Keyphrases
- markov logic networks
- statistical relational learning
- structure learning
- markov logic
- first order logic
- probabilistic reasoning
- markov networks
- bayesian networks
- graphical models
- probabilistic graphical models
- model selection
- conditional independence
- pairwise
- max margin
- statistical relational
- graph cuts
- prior knowledge
- reinforcement learning