Semirings for Probabilistic and Neuro-Symbolic Logic Programming.
Vincent DerkinderenRobin ManhaevePedro Zuidberg Dos MartiresLuc De RaedtPublished in: CoRR (2024)
Keyphrases
- logic programming
- logic programs
- probabilistic knowledge
- probabilistic reasoning
- nonmonotonic reasoning
- deductive databases
- logic programming language
- knowledge base
- knowledge representation
- programming language
- answer set programming
- default logic
- answer sets
- bayesian networks
- constraint satisfaction problems
- probabilistic logic programs
- probabilistic logic
- classical logic
- procedural semantics
- inductive logic programming
- propositional variables
- stable models
- computational logic
- disjunctive logic programming
- conditional probabilities
- classical first order logic
- pseudo boolean constraints
- fixpoint
- general purpose
- background knowledge
- probabilistic relational
- machine learning
- inference rules