Uniqueness of BP fixed point for the Potts model and applications to community detection.
Yuzhou GuYury PolyanskiyPublished in: CoRR (2023)
Keyphrases
- fixed point
- potts model
- community detection
- belief propagation
- markov random field
- complex networks
- graph cuts
- max flow
- social networks
- sufficient conditions
- network analysis
- energy minimization
- community structure
- graphical models
- pairwise
- higher order
- image segmentation
- cellular automata
- maximum a posteriori
- link prediction
- energy function
- cellular neural networks
- free energy
- social network analysis
- bipartite graph
- information diffusion
- machine learning
- data mining
- multi view