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