Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue.
Efthymia TsamouraJaehun LeeJacopo UrbaniPublished in: Proc. ACM Manag. Data (2023)
Keyphrases
- probabilistic reasoning
- bayesian networks
- reasoning under uncertainty
- probabilistic logic
- probabilistic inference
- first order logic
- belief networks
- default reasoning
- constraint satisfaction
- logic programming
- markov logic networks
- knowledge representation
- probability distribution
- graphical models
- active learning
- semi supervised learning
- statistical relational learning
- qualitative probabilistic networks
- machine learning
- np complete
- general purpose
- relational databases
- training data