Inference in Probabilistic Logic Programs with Continuous Random Variables
Muhammad Asiful IslamC. R. RamakrishnanI. V. RamakrishnanPublished in: CoRR (2011)
Keyphrases
- random variables
- graphical models
- bayesian networks
- probabilistic logic programs
- probabilistic inference
- continuous variables
- probability distribution
- exact inference
- latent variables
- conditional probabilities
- belief networks
- distribution function
- normal distribution
- stochastic optimization problems
- conditional independence
- joint distribution
- directed acyclic graph
- undirected graphical models
- conditional probability distributions
- joint probability distribution
- random vectors
- probabilistic model
- failure rate
- conditional distributions
- parameter learning
- marginal distributions
- bayesian inference
- loopy belief propagation
- statistically independent
- belief propagation