Open Problem: A (missing) boosting-type convergence result for AdaBoost.MH with factorized multi-class classifiers.
Balázs KéglPublished in: COLT (2014)
Keyphrases
- boosting algorithms
- multi class classifiers
- multi class
- learning algorithm
- base classifiers
- cost sensitive
- multi class svm
- weak learners
- face detection
- adaboost algorithm
- weak classifiers
- binary classification
- binary classification problems
- object detection
- feature selection
- ensemble methods
- support vector
- ensemble learning
- multi class classification
- majority voting
- pairwise
- decision trees
- loss function
- machine learning algorithms