Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies.
Tamir HazanAmnon ShashuaPublished in: UAI (2008)
Keyphrases
- message passing
- sum product algorithm
- max product
- belief propagation
- loopy belief propagation
- inference in graphical models
- probabilistic inference
- matrix multiplication
- markov random field
- factor graphs
- sum product
- graph cuts
- approximate inference
- distributed systems
- shared memory
- clique potentials
- pairwise
- em algorithm
- graphical models
- junction tree
- stereo matching
- generalized belief propagation
- distributed shared memory
- image retrieval