Convergence of Some Convex Message Passing Algorithms to a Fixed Point.
Václav VorácekTomás WernerPublished in: CoRR (2024)
Keyphrases
- fixed point
- message passing
- bethe free energy
- belief propagation
- stationary points
- sum product algorithm
- graphical models
- free energy
- matrix multiplication
- loopy belief propagation
- inference in graphical models
- max product
- floating point
- policy iteration
- sufficient conditions
- generalized belief propagation
- markov random field
- approximate inference
- image sequences
- convergence rate
- graph cuts
- image registration
- similarity measure