Scalable learning and inference in Markov logic networks.
Zhengya SunYangyang ZhaoZhuoyu WeiWensheng ZhangJue WangPublished in: Int. J. Approx. Reason. (2017)
Keyphrases
- markov logic networks
- markov logic
- probabilistic reasoning
- learning algorithm
- structure learning
- statistical relational learning
- probabilistic graphical models
- machine learning
- knowledge base
- bayesian networks
- first order logic
- learning scheme
- statistical learning
- probabilistic inference
- multi task learning
- efficient learning
- structured prediction
- max margin
- social networks
- semi supervised learning
- graphical models