Universal Online Learning with Bounded Loss: Reduction to Binary Classification.
Moïse BlanchardRomain CossonPublished in: COLT (2022)
Keyphrases
- binary classification
- online learning
- multi class
- support vector
- learning problems
- cost sensitive
- generalization error
- support vector machine
- multi label
- multi class classification
- active learning
- prediction accuracy
- binary classifiers
- class imbalance
- e learning
- ensemble methods
- upper bound
- convex loss functions
- knn
- training set
- text categorization
- supervised learning
- machine learning