Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks.
Prithviraj SenBreno W. S. R. de CarvalhoRyan RiegelAlexander G. GrayPublished in: CoRR (2021)
Keyphrases
- inductive logic programming
- neural network
- background knowledge
- logical theories
- relational learning
- relational data mining
- logic programs
- statistical relational learning
- predicate invention
- logic programming
- finite element mesh
- first order logic
- rule learning
- fuzzy logic
- machine learning
- ilp systems
- high level
- multi relational classification
- domain knowledge
- subgroup discovery
- natural language
- refinement operators
- genetic algorithm
- general purpose
- bayesian networks
- multi relational data mining
- metadata