Compressing Bayes Net CPTs with Persistent Leaky Causes.
Yang XiangQian JiangPublished in: Probabilistic Graphical Models (2016)
Keyphrases
- bayes net
- efficient learning
- bayes nets
- mind change
- functional dependencies
- inductive logic programming
- probabilistic inference
- conditional independence
- knowledge representation
- causal reasoning
- rule learning
- statistical relational learning
- bayesian networks
- inductive inference
- structure learning
- markov logic networks
- random variables
- membership queries
- machine learning
- background knowledge
- prior knowledge
- database systems