AquaSense: Automated Sensitivity Analysis of Probabilistic Programs via Quantized Inference.
Zitong ZhouZixin HuangSasa MisailovicPublished in: ATVA (2023)
Keyphrases
- sensitivity analysis
- bayesian networks
- managerial insights
- belief networks
- inference process
- variational inequalities
- bayesian reasoning
- probabilistic networks
- probabilistic reasoning
- context sensitive
- influence diagrams
- logical inference
- probabilistic inference
- data driven
- semi automated
- conditional probabilities
- probabilistic logic
- independence assumption
- bayesian inference
- statistical relational learning
- factor graphs
- probabilistic modeling
- variable elimination
- graphical models
- markov random field
- probabilistic model