Lifted Conditioning for Pairwise Marginals and Beyond.
Babak AhmadiKristian KerstingFabian HadijiPublished in: LWA (2010)
Keyphrases
- pairwise
- belief propagation
- graphical models
- message passing
- markov random field
- probabilistic inference
- approximate inference
- graph cuts
- loss function
- loopy belief propagation
- multi class
- higher order
- generalized belief propagation
- joint distribution
- random variables
- stereo matching
- similarity measure
- free energy
- semi supervised
- high order
- pairwise interactions
- probabilistic model
- probability distribution
- energy function
- fixed point
- belief networks
- similarity function
- possibility theory
- contingency tables
- image segmentation
- sequence alignment
- point sets
- pairwise comparison
- conditional random fields