MPE inference using an Incremental Build-Infer-Approximate Paradigm.
Shivani BathlaVinita VasudevanPublished in: CoRR (2022)
Keyphrases
- belief networks
- probabilistic inference
- bayesian networks
- variable elimination
- junction tree
- sum product
- closely related
- belief updating
- incremental learning
- inference process
- graphical models
- search algorithm
- inference in bayesian networks
- inference in graphical models
- message passing
- bayesian inference
- machine learning
- exact inference
- efficient learning
- data driven
- probabilistic model
- exact solution
- loopy belief propagation
- expectation propagation
- approximate inference
- belief propagation
- lowest cost
- data sets