Fixed points of generalized approximate message passing with arbitrary matrices.
Sundeep RanganPhilip SchniterErwin RieglerAlyson K. FletcherVolkan CevherPublished in: ISIT (2013)
Keyphrases
- message passing
- fixed point
- belief propagation
- inference in graphical models
- matrix multiplication
- graphical models
- markov random field
- generalized belief propagation
- approximate inference
- approximate value iteration
- junction tree
- stereo matching
- graph cuts
- bethe free energy
- factor graphs
- sum product algorithm
- probabilistic inference
- distributed systems
- free energy
- pairwise
- loopy belief propagation
- sufficient conditions
- energy function
- higher order
- energy minimization
- bayesian networks
- latent variables
- probabilistic model
- depth map
- post processing
- semi supervised
- computer vision