Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies
Tamir HazanAmnon ShashuaPublished in: CoRR (2012)
Keyphrases
- message passing
- sum product algorithm
- max product
- inference in graphical models
- belief propagation
- loopy belief propagation
- probabilistic inference
- markov random field
- sum product
- distributed systems
- factor graphs
- matrix multiplication
- distributed shared memory
- graph cuts
- higher order
- clique potentials
- approximate inference
- shared memory
- pairwise
- em algorithm
- integer programming
- computer vision
- linear programming
- energy minimization
- stereo matching
- matching algorithm