A differentiable first-order rule learner for inductive logic programming.
Kun GaoKatsumi InoueYongzhi CaoHanpin WangPublished in: Artif. Intell. (2024)
Keyphrases
- inductive logic programming
- rule learner
- relational learning
- ilp systems
- first order logic
- rule learning
- background knowledge
- logic programs
- concept learning
- logic programming
- multi relational
- inductive learning
- statistical relational learning
- knowledge representation
- machine learning
- subgroup discovery
- accurate models
- domain knowledge
- search space
- artificial intelligence
- learning problems
- decision rules
- relational domains
- expert systems