Gradient-based boosting for statistical relational learning: the Markov logic network and missing data cases.
Tushar KhotSriraam NatarajanKristian KerstingJude W. ShavlikPublished in: Mach. Learn. (2015)
Keyphrases
- missing data
- markov logic networks
- statistical relational learning
- structure learning
- probabilistic reasoning
- first order logic
- markov networks
- missing values
- graphical models
- probabilistic graphical models
- incomplete data
- bayesian networks
- machine learning
- learning algorithm
- probabilistic model
- approximate inference
- conditional independence
- parameter estimation
- max margin
- training data