Faster Algorithms for Max-Product Message-Passing.
Julian J. McAuleyTibério S. CaetanoPublished in: J. Mach. Learn. Res. (2011)
Keyphrases
- message passing
- max product
- belief propagation
- sum product
- graphical models
- inference in graphical models
- distributed systems
- sum product algorithm
- loopy belief propagation
- probabilistic inference
- markov random field
- approximate inference
- optimization problems
- graph cuts
- computational complexity
- image segmentation
- tree reweighted
- computer vision
- stereo matching
- np hard
- pairwise
- similarity measure