Message-Passing for Inference and Optimization of Real Variables on Sparse Graphs.
K. Y. Michael WongChi Ho YeungDavid SaadPublished in: ICONIP (2) (2006)
Keyphrases
- message passing
- factor graphs
- probabilistic inference
- max product
- belief propagation
- inference in graphical models
- sum product algorithm
- sum product
- graphical models
- distributed systems
- approximate inference
- loopy belief propagation
- shared memory
- exact inference
- clique potentials
- markov random field
- junction tree
- distributed shared memory
- generalized belief propagation
- probabilistic graphical models
- dual decomposition
- parameter learning
- computer vision
- preprocessing
- objective function
- similarity measure
- image processing