Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention.
Anqi MaoMehryar MohriYutao ZhongPublished in: AISTATS (2024)
Keyphrases
- multi class
- loss function
- boosting algorithms
- pairwise
- perceptron algorithm
- multi class classification
- cost sensitive
- convex loss functions
- error correcting output codes
- feature selection
- learning to rank
- multiple classes
- binary classification
- linear classifiers
- logistic regression
- support vector machine
- bayesian networks
- training data
- multi class boosting
- decision trees