Differentiable Inductive Logic Programming for Structured Examples.
Hikaru ShindoMasaaki NishinoAkihiro YamamotoPublished in: AAAI (2021)
Keyphrases
- inductive logic programming
- ilp systems
- relational learning
- background knowledge
- concept learning
- first order logic
- logic programs
- relational data mining
- statistical relational learning
- machine learning
- multi relational data mining
- predicate invention
- logic programming
- rule learning
- probabilistic inductive logic programming
- structured data
- knowledge discovery in databases
- multi relational classification
- finite element mesh
- refinement operators
- relational data
- learning problems
- information extraction
- objective function
- learning algorithm