Markov Logic Networks for Knowledge Base Completion: A Theoretical Analysis Under the MCAR Assumption.
Ondrej KuzelkaJesse DavisPublished in: UAI (2019)
Keyphrases
- theoretical analysis
- markov logic networks
- knowledge base
- first order logic
- structure learning
- statistical relational learning
- probabilistic reasoning
- markov networks
- knowledge representation
- graphical models
- probabilistic graphical models
- wordnet
- statistical relational
- background knowledge
- maximum likelihood
- expert systems
- image segmentation
- max margin
- logic programming
- parameter estimation
- bayesian networks