Multiclass learning with margin: exponential rates with no bias-variance trade-off.
Stefano VigognaGiacomo MeantiErnesto De VitoLorenzo RosascoPublished in: ICML (2022)
Keyphrases
- bias variance
- trade off
- multiclass learning
- multi class
- bias variance decomposition
- multiclass problems
- error correcting output codes
- low variance
- support vector machine
- support vector
- maximum margin
- binary classification
- machine learning
- feature selection
- multitask learning
- multi class classification
- classification accuracy
- pairwise
- training set