Lifted Tree-Reweighted Variational Inference.
Hung Hai BuiTuyen N. HuynhDavid A. SontagPublished in: CoRR (2014)
Keyphrases
- variational inference
- belief propagation
- graphical models
- exact inference
- probabilistic graphical models
- approximate inference
- probabilistic inference
- message passing
- bayesian inference
- probabilistic model
- exponential family
- markov networks
- variational methods
- gaussian process
- bayesian networks
- topic models
- posterior distribution
- closed form
- mixture model
- markov random field
- random variables
- stereo matching
- belief networks
- free energy
- structure learning
- latent dirichlet allocation
- graph cuts
- pairwise
- probability distribution
- computer vision
- particle filter
- dynamic bayesian networks
- markov chain
- structured prediction
- expectation maximization
- least squares
- generative model