Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay.
Frederic KoehlerPublished in: CoRR (2019)
Keyphrases
- belief propagation
- global optima
- graphical models
- global optimization
- message passing
- optimization problems
- markov random field
- optimization algorithm
- graph cuts
- stereo matching
- global optimum
- convergence speed
- global search
- approximate inference
- power law
- fixed point
- control parameters
- premature convergence
- pairwise
- free energy
- differential evolution
- convergence rate
- energy function
- function optimization
- particle swarm optimization
- evolutionary algorithm
- machine learning
- pso algorithm
- cost function
- hybrid algorithm
- image matching
- linear programming
- search algorithm
- objective function
- image segmentation
- learning algorithm