Ahpatron: A New Budgeted Online Kernel Learning Machine with Tighter Mistake Bound.
Yun LiaoJunfan LiShizhong LiaoQinghua HuJianwu DangPublished in: CoRR (2023)
Keyphrases
- learning machines
- mistake bound
- support vector
- concept classes
- vc dimension
- upper bound
- perceptron algorithm
- multi class
- pac learning
- kernel function
- training algorithm
- lower bound
- support vector machine
- sample complexity
- ensemble learning
- learning algorithm
- generalization error
- model selection
- feature space
- pattern recognition
- machine learning
- hyperplane
- gaussian processes
- kernel methods
- svm classifier
- supervised learning
- concept class