Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm.
Tanya BraunRalf MöllerPublished in: CoRR (2018)
Keyphrases
- junction tree
- probabilistic inference
- computational complexity
- polynomial size
- knowledge compilation
- optimal solution
- dynamic programming
- expectation maximization
- machine learning
- objective function
- pairwise
- search space
- k means
- model selection
- decomposable negation normal form
- space complexity
- stereo matching
- constraint satisfaction problems
- bayesian networks