Generalization Bounds for Coregularized Multiple Kernel Learning.
Xinxing WuGuosheng HuPublished in: Comput. Intell. Neurosci. (2018)
Keyphrases
- multiple kernel learning
- generalization bounds
- learning problems
- kernel machines
- learning theory
- generalization ability
- data dependent
- binary classification
- kernel methods
- linear combination
- model selection
- semi supervised learning
- kernel learning
- supervised learning
- linear classifiers
- learning tasks
- ranking algorithm
- learning algorithm
- vc dimension
- machine learning algorithms
- multi task
- machine learning
- kernel function
- reinforcement learning
- multi class
- feature selection
- learning models
- pattern recognition
- neural network
- learning experience
- unlabeled data
- semi supervised
- active learning