Free Energy Estimates of All-Atom Protein Structures Using Generalized Belief Propagation.
Hetunandan KamisettyEric P. XingChristopher James LangmeadPublished in: RECOMB (2007)
Keyphrases
- generalized belief propagation
- free energy
- protein structure
- belief propagation
- approximate inference
- graph cuts
- message passing
- graphical models
- deterministic annealing
- statistical physics
- upper bound
- posterior distribution
- competitive learning
- importance sampling
- fixed point
- markov random field
- secondary structure
- probabilistic inference
- image processing
- similarity measure