Ahpatron: A New Budgeted Online Kernel Learning Machine with Tighter Mistake Bound.
Yun LiaoJunfan LiShizhong LiaoQinghua HuJianwu DangPublished in: AAAI (2024)
Keyphrases
- learning machines
- mistake bound
- support vector
- concept classes
- perceptron algorithm
- upper bound
- multi class
- learning algorithm
- vc dimension
- support vector machine
- lower bound
- ensemble learning
- training algorithm
- pattern recognition
- kernel methods
- learning tasks
- kernel function
- model selection
- generalization error
- supervised learning