Convergence Analysis of Gaussian Belief Propagation Under High-Order Factorization and Asynchronous Scheduling.
Bin LiYik-Chung WuPublished in: IEEE Trans. Signal Process. (2019)
Keyphrases
- high order
- belief propagation
- convergence analysis
- pairwise
- markov random field
- graphical models
- low rank
- message passing
- higher order
- global convergence
- markov networks
- graph cuts
- approximate inference
- fixed point
- optimality conditions
- stereo matching
- scheduling problem
- free energy
- image restoration
- conditional random fields
- energy function
- approximation methods
- convergence rate
- maximum likelihood
- np hard
- image segmentation
- learning algorithm
- linear programming
- principal component analysis
- semi supervised
- probabilistic model
- similarity measure