Lifted Tree-Reweighted Variational Inference.
Hung Hai BuiTuyen N. HuynhDavid A. SontagPublished in: UAI (2014)
Keyphrases
- variational inference
- belief propagation
- graphical models
- exact inference
- probabilistic graphical models
- approximate inference
- probabilistic inference
- message passing
- probabilistic model
- bayesian inference
- variational methods
- markov networks
- markov random field
- exponential family
- topic models
- posterior distribution
- gaussian process
- belief networks
- random variables
- latent dirichlet allocation
- graph cuts
- closed form
- bayesian networks
- stereo matching
- mixture model
- energy minimization
- conditional random fields
- latent variables
- structure learning
- free energy
- pairwise
- markov chain monte carlo
- energy function
- structured prediction
- dynamic bayesian networks
- depth map