Debugging with intelligence via probabilistic inference.
Zhaogui XuShiqing MaXiangyu ZhangShuofei ZhuBaowen XuPublished in: ICSE (2018)
Keyphrases
- probabilistic inference
- graphical models
- message passing
- weighted model counting
- belief networks
- probabilistic reasoning
- approximate inference
- bayesian belief networks
- influence diagrams
- efficient inference
- context specific independence
- bayesian networks
- conditional probabilities
- variable elimination
- exact inference
- belief propagation
- bucket elimination
- elimination algorithm
- classification accuracy
- lower bound
- feature space