Automated quantized inference for probabilistic programs with AQUA.
Zixin HuangSaikat DuttaSasa MisailovicPublished in: Innov. Syst. Softw. Eng. (2022)
Keyphrases
- bayesian networks
- inference process
- belief networks
- probabilistic networks
- probabilistic reasoning
- probabilistic model
- context sensitive
- data driven
- bayes nets
- semi automated
- bayesian reasoning
- bayesian inference
- computer programs
- uncertain data
- variable elimination
- automatic programming
- probabilistic logic
- posterior probability
- information theoretic
- logical inference
- probabilistic modeling
- inference mechanism
- factor graphs
- fully automated
- efficient learning
- dct coefficients
- probabilistic inference
- inference engine
- computer aided
- independence assumption
- bayesian model
- inference in bayesian networks
- feature vectors