A New Approach to Probabilistic Programming Inference.
Frank D. WoodJan-Willem van de MeentVikash MansinghkaPublished in: AISTATS (2014)
Keyphrases
- bayesian networks
- inference process
- belief networks
- probabilistic reasoning
- probabilistic networks
- bayesian reasoning
- bayes nets
- probabilistic model
- bayesian inference
- probabilistic inference
- logical inference
- conditional probabilities
- data sets
- factor graphs
- probabilistic logic
- context sensitive
- variable elimination
- probabilistic modeling
- statistical relational learning
- programming language
- efficient learning
- programming environment
- posterior probability
- programming course
- probability distribution
- object oriented programming
- data driven
- information theoretic
- uncertain data
- relational databases
- neural network