A Hybrid Loss for Multiclass and Structured Prediction.
Qinfeng ShiMark D. ReidTibério S. CaetanoAnton van den HengelZhenhua WangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2015)
Keyphrases
- multi class
- structured prediction
- maximum margin
- conditional random fields
- structured output
- multiclass classification
- support vector machine
- markov networks
- latent variables
- efficient learning
- pairwise
- binary classification
- cost sensitive
- belief networks
- multiclass problems
- convex optimization
- feature selection
- approximate inference
- graphical models
- error correcting output codes
- binary classifiers
- bayesian networks