Feedback message passing for inference in gaussian graphical models.
Ying LiuVenkat ChandrasekaranAnimashree AnandkumarAlan S. WillskyPublished in: ISIT (2010)
Keyphrases
- message passing
- gaussian graphical models
- belief propagation
- graphical models
- probabilistic inference
- loopy belief propagation
- factor graphs
- sum product algorithm
- sum product
- inference in graphical models
- exact inference
- approximate inference
- max product
- belief networks
- graph cuts
- markov random field
- map inference
- junction tree
- stereo matching
- shared memory
- bayesian networks
- distributed shared memory
- pairwise
- probabilistic model
- distributed systems
- energy function
- generalized belief propagation
- probabilistic reasoning
- bayesian inference
- random variables
- feature selection
- computer vision
- influence diagrams
- maximum a posteriori
- conditional random fields