Residual Belief Propagation: Informed Scheduling for Asynchronous Message Passing.
Gal ElidanIan McGrawDaphne KollerPublished in: CoRR (2012)
Keyphrases
- message passing
- belief propagation
- graphical models
- stereo matching
- markov random field
- approximate inference
- graph cuts
- probabilistic inference
- factor graphs
- fixed point
- pairwise
- loopy belief propagation
- markov networks
- energy minimization
- energy function
- sum product
- belief networks
- higher order
- junction tree
- free energy
- inference in graphical models
- post processing
- distributed systems
- probabilistic model
- em algorithm
- conditional random fields
- exact inference
- preprocessing
- statistical physics