Message quantization in belief propagation: Structural results in the low-rate regime.
O. Patrick KreidlAlan S. WillskyPublished in: Allerton (2009)
Keyphrases
- belief propagation
- low rate
- high rate
- graphical models
- message passing
- graph cuts
- markov random field
- stereo matching
- approximate inference
- false negative
- markov networks
- loopy belief propagation
- dos attacks
- fixed point
- false positives
- energy function
- free energy
- factor graphs
- probabilistic inference
- pairwise
- high quality
- false alarms
- conditional random fields
- probabilistic model
- computational complexity
- higher order