Expectation Maximization in Deep Probabilistic Logic Programming.
Arnaud Nguembang FadjaFabrizio RiguzziEvelina LammaPublished in: AI*IA (2018)
Keyphrases
- logic programming
- expectation maximization
- logic programs
- generative model
- probabilistic model
- probabilistic reasoning
- em algorithm
- probabilistic knowledge
- deductive databases
- answer set programming
- nonmonotonic reasoning
- logic programming language
- knowledge representation
- knowledge base
- computational logic
- default logic
- programming language
- knowledge representation and reasoning
- probabilistic logic programs
- parameter estimation
- classical logic
- answer sets
- k means
- pseudo boolean constraints
- linear logic
- image segmentation
- constraint logic programming
- probabilistic logic
- procedural semantics
- classical first order logic
- stable models
- normal logic programs
- declarative semantics
- database
- probabilistic relational
- belief networks