Approximate Lifted Belief Propagation.
Parag SinglaAniruddh NathPedro M. DomingosPublished in: Statistical Relational Artificial Intelligence (2010)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- inference in graphical models
- graph cuts
- approximate inference
- loopy belief propagation
- stereo matching
- markov networks
- probabilistic inference
- fixed point
- statistical physics
- generalized belief propagation
- pairwise
- energy minimization
- expectation propagation
- exact inference
- free energy
- bayesian networks
- random variables
- factor graphs
- partition function
- energy function
- max product
- image segmentation
- sum product
- belief networks