Approximations with Reweighted Generalized Belief Propagation.
Wim WiegerinckPublished in: AISTATS (2005)
Keyphrases
- generalized belief propagation
- free energy
- approximate inference
- graph cuts
- belief propagation
- statistical physics
- message passing
- graphical models
- markov random field
- probabilistic inference
- learning curves
- fixed point
- partition function
- gaussian process
- energy minimization
- latent variables
- game theory
- energy function
- parameter estimation
- upper bound
- bayesian networks
- computer vision
- variational methods
- structured prediction
- sufficient conditions
- image processing