Quantized stochastic belief propagation: Efficient message-passing for continuous state spaces.
Nima NoorshamsMartin J. WainwrightPublished in: ISIT (2012)
Keyphrases
- message passing
- belief propagation
- graphical models
- sum product
- markov random field
- approximate inference
- graph cuts
- stereo matching
- factor graphs
- probabilistic inference
- distributed systems
- markov networks
- continuous state spaces
- inference in graphical models
- pairwise
- state space
- energy function
- fixed point
- energy minimization
- free energy
- monte carlo
- max product
- loopy belief propagation
- exact inference
- dynamic programming
- belief networks
- random variables
- d objects
- higher order
- optimal policy
- preprocessing
- clique potentials
- objective function
- high quality