Finding undetected protein associations in cell signaling by belief propagation
Marc Bailly-BechetChristian BorgsAlfredo BraunsteinJennifer T. ChayesA. DagkessamanskaiaJ.-M. FrançoisRiccardo ZecchinaPublished in: CoRR (2011)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- loopy belief propagation
- stereo matching
- fixed point
- pairwise
- factor graphs
- markov networks
- energy minimization
- free energy
- energy function
- protein structure
- belief networks
- exact inference
- statistical physics
- sum product
- protein sequences
- multiscale
- image segmentation
- parameter estimation
- distributed systems
- probabilistic model
- three dimensional
- computer vision