Binary Linear Classification and Feature Selection via Generalized Approximate Message Passing.
Justin ZinielPhilip SchniterPublished in: CoRR (2014)
Keyphrases
- message passing
- linear classification
- inference in graphical models
- feature selection
- linear classifiers
- document classification
- belief propagation
- maximum margin
- distributed systems
- multi class
- text categorization
- markov random field
- text classification
- feature extraction
- feature space
- image processing
- hyperplane
- multi task
- graphical models
- model selection
- support vector machine
- machine learning
- stereo matching
- graph cuts
- pairwise
- lower bound