Memory-Efficient Inference in Relational Domains.
Parag SinglaPedro M. DomingosPublished in: AAAI (2006)
Keyphrases
- memory efficient
- relational domains
- markov logic
- relational data
- statistical relational learning
- multi relational
- concept learning
- inductive logic programming
- markov logic networks
- relational structures
- web scale
- representing knowledge
- graphical models
- transfer learning
- first order logic
- relational learning
- inference problems
- probabilistic graphical models
- rule learning
- markov networks
- entity resolution
- integrating multiple
- relational models
- probabilistic reasoning
- structure learning
- hidden states
- hidden markov models
- coreference resolution
- structured prediction
- machine learning
- text classification
- collaborative filtering