Probabilistic Logic Programming with Beta-Distributed Random Variables.
Federico CeruttiLance M. KaplanAngelika KimmigMurat SensoyPublished in: CoRR (2018)
Keyphrases
- logic programming
- random variables
- logic programs
- bayesian networks
- graphical models
- probabilistic reasoning
- conditional probabilities
- probability distribution
- probabilistic knowledge
- conditionally independent
- nonmonotonic reasoning
- answer set programming
- logic programming language
- conditional independence
- deductive databases
- programming language
- computational logic
- knowledge representation
- latent variables
- answer sets
- stochastic optimization problems
- probabilistic model
- constraint logic programming
- joint probability distributions
- reasoning about actions
- independent and identically distributed
- knowledge base
- default logic
- conditional probability distributions
- probabilistic logic
- belief networks
- probabilistic logic programs
- directed acyclic graph
- probabilistic inference
- probabilistic graphical models
- general purpose
- probability theory
- disjunctive logic programming
- inductive logic programming