JAX based parallel inference for reactive probabilistic programming.
Guillaume BaudartLouis MandelReyyan TekinPublished in: LCTES (2022)
Keyphrases
- bayesian networks
- inference process
- belief networks
- probabilistic reasoning
- programming language
- probabilistic networks
- probabilistic model
- factor graphs
- probabilistic inference
- variable elimination
- logical inference
- parallel processing
- bayes nets
- uncertain data
- inference in bayesian networks
- generative model
- bayesian reasoning
- shared memory
- programming course
- probabilistic logic
- statistical relational learning
- programming environment
- reactive systems
- inference mechanism
- parallel programming
- database
- computer programming
- posterior probability
- independence assumption
- markov logic networks
- distributed memory
- probabilistic modeling
- parallel computing
- inference engine
- bayesian inference
- general purpose
- data sets