Exploiting Data-Independence for Fast Belief-Propagation.
Julian J. McAuleyTibério S. CaetanoPublished in: ICML (2010)
Keyphrases
- belief propagation
- data independence
- graphical models
- databases
- message passing
- database management systems
- markov random field
- graph cuts
- database systems
- stereo matching
- approximate inference
- data model
- pairwise
- markov networks
- fixed point
- loopy belief propagation
- energy minimization
- free energy
- factor graphs
- probabilistic model
- energy function
- database applications
- image segmentation
- max product
- data types
- query optimization
- image compression
- d objects
- management system
- data mining