Multi-Class $H$-Consistency Bounds.
Pranjal AwasthiAnqi MaoMehryar MohriYutao ZhongPublished in: NeurIPS (2022)
Keyphrases
- multi class
- perceptron algorithm
- upper bound
- support vector machine
- mistake bound
- binary classification
- lower bound
- object detection
- multi class classification
- pairwise
- multiclass classification
- multiple classes
- cost sensitive
- linear classifiers
- multiclass problems
- binary classifiers
- multi class boosting
- multi class classifier
- machine learning
- feature selection
- neural network
- boosting algorithms
- base classifiers
- face recognition
- generalization bounds
- decision trees
- error correcting output codes
- learning algorithm
- multinomial logistic regression