Correcting beliefs in the mean-field and Bethe approximations using linear response.
Jack RaymondFederico Ricci-TersenghiPublished in: ICC Workshops (2013)
Keyphrases
- free energy
- generalized belief propagation
- closed form
- linear complexity
- belief propagation
- deterministic annealing
- bethe free energy
- statistical mechanics
- variational bayes
- markov random field
- fixed point
- variational methods
- loopy belief propagation
- competitive learning
- linear functions
- linear approximation
- low order
- decision making
- approximate inference
- upper bound
- posterior distribution
- belief networks
- partition function
- linear systems
- message passing
- latent variables