Type-Preserving, Dependence-Aware Guide Generation for Sound, Effective Amortized Probabilistic Inference.
Jianlin LiLeni VenPengyuan ShiYizhou ZhangPublished in: Proc. ACM Program. Lang. (2023)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- context specific independence
- influence diagrams
- message passing
- approximate inference
- conditional probabilities
- weighted model counting
- bucket elimination
- high quality
- efficient inference
- junction tree
- belief networks
- text classification
- variable elimination
- bayesian belief networks
- domain knowledge
- search algorithm
- exact inference
- post processing
- dynamic programming
- belief propagation
- random variables