Excess rate for model selection in interactive compression using belief propagation decoding.
Navid Mahmoudian BidgoliThomas MaugeyAline RoumyPublished in: Ann. des Télécommunications (2020)
Keyphrases
- model selection
- belief propagation
- graphical models
- decoding algorithm
- message passing
- cross validation
- markov random field
- approximate inference
- stereo matching
- graph cuts
- hyperparameters
- parameter estimation
- gaussian process
- regression model
- markov networks
- fixed point
- variable selection
- energy function
- mixture model
- loopy belief propagation
- free energy
- statistical learning
- sample size
- pairwise
- model selection criteria
- feature selection
- probabilistic inference
- machine learning
- exact inference
- probabilistic model
- image processing
- belief networks
- conditional random fields
- higher order
- motion estimation