Convexifying the Bethe Free Energy.
Ofer MeshiAriel JaimovichAmir GlobersonNir FriedmanPublished in: UAI (2009)
Keyphrases
- bethe free energy
- free energy
- fixed point
- belief propagation
- approximate inference
- upper bound
- competitive learning
- message passing
- graphical models
- loopy belief propagation
- posterior distribution
- probability distribution
- sufficient conditions
- neural network
- similarity measure
- probabilistic inference
- three dimensional
- feature selection