Efficient Independence-Based MAP Approach for Robust Markov Networks Structure Discovery
Facundo BrombergFederico SchlüterPublished in: CoRR (2011)
Keyphrases
- markov networks
- markov logic networks
- graphical models
- maximum likelihood
- first order logic
- conditional independence tests
- dependence structure
- maximum a posteriori
- maximum margin
- knowledge discovery
- bayesian inference
- document classification
- probabilistic graphical models
- statistical relational learning
- markov random field
- belief propagation
- web pages
- relational data
- information extraction
- knn
- domain knowledge
- expert systems