Towards Convergent Approximate Message Passing by Alternating Constrained Minimization of Bethe Free Energy.
Christo Kurisummoottil ThomasZilu ZhaoDirk SlockPublished in: ITW (2023)
Keyphrases
- message passing
- constrained minimization
- belief propagation
- inference in graphical models
- bethe free energy
- sum product algorithm
- free energy
- approximate inference
- graphical models
- junction tree
- probabilistic inference
- markov random field
- fixed point
- pattern search
- graph cuts
- max product
- stereo matching
- distributed systems
- factor graphs
- loopy belief propagation
- pairwise
- exact inference
- energy minimization