Belief propagation estimation of protein and domain interactions using the sum-product algorithm.
Faruck MorcosMarcin SikoraMark S. AlberDale KaiserJesús A. IzaguirrePublished in: IEEE Trans. Inf. Theory (2010)
Keyphrases
- belief propagation
- message passing
- sum product algorithm
- graphical models
- markov random field
- graph cuts
- stereo matching
- approximate inference
- factor graphs
- probabilistic inference
- pairwise
- free energy
- markov networks
- energy function
- parameter estimation
- max product
- fixed point
- loopy belief propagation
- energy minimization
- distributed systems
- disparity map
- conditional random fields
- probabilistic model
- stereo images