VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming.
Eleonora MisinoGiuseppe MarraEmanuele SansonePublished in: NeurIPS (2022)
Keyphrases
- logic programming
- logic programs
- probabilistic reasoning
- probabilistic knowledge
- nonmonotonic reasoning
- deductive databases
- classical logic
- knowledge representation
- answer set programming
- knowledge base
- default logic
- logic programming language
- knowledge representation and reasoning
- probabilistic logic programs
- probabilistic logic
- reasoning about actions
- programming language
- procedural semantics
- default reasoning
- answer sets
- denoising
- stable models
- declarative semantics
- computational logic
- bayesian networks
- inductive logic programming
- constraint logic programming
- linear logic
- probabilistic model
- belief networks
- general purpose
- disjunctive logic programming
- semantics for logic programs
- classical first order logic
- pseudo boolean constraints