Why deterministic logic is hard to learn but Statistical Relational Learning works.
Marc ToussaintPublished in: Learning paradigms in dynamic environments (2010)
Keyphrases
- statistical relational learning
- probabilistic logic
- partially labeled
- relational data
- relational learning
- collective classification
- inductive logic programming
- multi relational
- graphical models
- markov logic networks
- probabilistic reasoning
- maximum entropy
- default reasoning
- probability theory
- bayesian networks
- abductive reasoning
- logic programming
- markov networks
- modal logic
- natural language
- databases
- stacked graphical learning