Approximate Inference with the Variational Holder Bound.
Guillaume BouchardBalaji LakshminarayananPublished in: CoRR (2015)
Keyphrases
- approximate inference
- variational methods
- graphical models
- free energy
- variational approximation
- belief propagation
- probabilistic inference
- message passing
- exact inference
- parameter estimation
- upper bound
- gaussian process
- bayesian networks
- lower bound
- expectation propagation
- loopy belief propagation
- dynamic bayesian networks
- structured prediction
- conditional random fields
- latent variables
- factor graphs
- random variables
- three dimensional
- generalized belief propagation
- variational bayes
- worst case
- image segmentation
- bayesian framework
- graph cuts
- level set
- markov random field
- probabilistic model
- computer vision