Efficient Belief Propagation for Utility Maximization and Repeated Inference.
Aniruddh NathPedro M. DomingosPublished in: AAAI (2010)
Keyphrases
- belief propagation
- graphical models
- loopy belief propagation
- message passing
- factor graphs
- exact inference
- markov random field
- graph cuts
- utility maximization
- stereo matching
- approximate inference
- max product
- probabilistic inference
- belief networks
- sum product
- free energy
- fixed point
- pairwise
- markov networks
- bayesian networks
- nonparametric belief propagation
- three dimensional
- energy function
- image restoration
- random fields
- state space
- optimal solution