Generalized Boosting Algorithms for Convex Optimization
Alexander GrubbJ. Andrew BagnellPublished in: CoRR (2011)
Keyphrases
- convex optimization
- boosting algorithms
- loss function
- multi class
- cost sensitive
- low rank
- total variation
- multi class boosting
- generalization error
- soft margin
- primal dual
- convex optimization problems
- binary classification
- weak classifiers
- pairwise
- support vector
- linear classifiers
- ensemble methods
- base classifiers
- image processing
- image restoration
- active learning
- face recognition