t-divergence Based Approximate Inference.
Nan DingS. V. N. VishwanathanYuan (Alan) QiPublished in: NIPS (2011)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- gaussian process
- exact inference
- parameter estimation
- variational methods
- message passing
- bayesian networks
- latent variables
- loopy belief propagation
- conditional random fields
- dynamic bayesian networks
- factor graphs
- kullback leibler
- probabilistic model
- expectation propagation
- structured prediction
- pairwise
- graph cuts
- free energy
- training data
- computer vision
- information retrieval