Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks.
Prithviraj SenBreno W. S. R. de CarvalhoRyan RiegelAlexander G. GrayPublished in: AAAI (2022)
Keyphrases
- inductive logic programming
- neural network
- background knowledge
- relational learning
- logical theories
- logic programs
- predicate invention
- first order logic
- relational data mining
- fuzzy logic
- rule learning
- finite element mesh
- logic programming
- machine learning
- statistical relational learning
- multi relational data mining
- ilp systems
- refinement operators
- domain knowledge
- high level
- probabilistic reasoning
- multi relational
- probabilistic logic
- active learning
- multi relational classification