Bayesian Markov Logic Networks - Bayesian Inference for Statistical Relational Learning.
Radim NedbalLuciano SerafiniPublished in: AI*IA (2018)
Keyphrases
- bayesian inference
- statistical relational learning
- markov logic networks
- markov networks
- probabilistic model
- structure learning
- probabilistic graphical models
- graphical models
- first order logic
- prior information
- probabilistic reasoning
- hidden variables
- maximum margin
- hyperparameters
- bayesian networks
- structured prediction
- particle filter
- max margin
- inductive logic programming
- relational data
- relational learning
- probabilistic logic
- multi relational
- machine learning
- belief networks
- conditional independence
- posterior probability
- random variables
- maximum likelihood