Clamping Improves TRW and Mean Field Approximations.
Adrian WellerJustin DomkePublished in: AISTATS (2016)
Keyphrases
- free energy
- belief propagation
- closed form
- markov random field
- graph cuts
- partition function
- loopy belief propagation
- upper bound
- markov networks
- bayesian inference
- variational approximation
- finite element analysis
- linear complexity
- message passing
- lower bound
- reinforcement learning
- em algorithm
- graphical models
- deterministic annealing
- statistical mechanics