Differentiable Inductive Logic Programming in High-Dimensional Space.
Stanislaw J. PurgalDavid M. CernaCezary KaliszykPublished in: CoRR (2022)
Keyphrases
- inductive logic programming
- background knowledge
- relational learning
- logic programs
- relational data mining
- high dimensional
- knowledge discovery in databases
- logic programming
- objective function
- machine learning
- nearest neighbor
- first order logic
- multi relational classification
- refinement operators
- rule learning
- predicate invention
- finite element mesh
- statistical relational learning
- subgroup discovery
- rule learner
- ilp systems
- higher order
- information extraction
- natural language
- bayesian networks