MapReduce Lifting for Belief Propagation.
Babak AhmadiKristian KerstingSriraam NatarajanPublished in: AAAI Workshop: Statistical Relational Artificial Intelligence (2013)
Keyphrases
- belief propagation
- graphical models
- markov random field
- message passing
- graph cuts
- stereo matching
- wavelet transform
- approximate inference
- loopy belief propagation
- fixed point
- pairwise
- free energy
- markov networks
- energy minimization
- factor graphs
- statistical physics
- image restoration
- probabilistic model
- exact inference
- computer vision
- max product
- conditional random fields
- energy function
- post processing
- feature extraction