Mapping and Revising Markov Logic Networks for Transfer Learning.
Lilyana MihalkovaTuyen N. HuynhRaymond J. MooneyPublished in: AAAI (2007)
Keyphrases
- transfer learning
- structure learning
- markov logic networks
- relational domains
- learning tasks
- statistical relational learning
- probabilistic reasoning
- parameter learning
- active learning
- labeled data
- reinforcement learning
- collaborative filtering
- machine learning
- semi supervised learning
- text categorization
- target domain
- machine learning algorithms
- unlabeled data
- text classification
- bayesian networks
- learning algorithm
- multi task
- graphical models
- first order logic
- markov networks
- text mining
- multi task learning
- probabilistic graphical models
- learning problems
- information extraction
- decision trees