Data-dependent multiple kernel learning algorithm based on soft-grouping.
Qingchao WangGuangyuan FuLinlin LiHongqiao WangYongqiang LiPublished in: Pattern Recognit. Lett. (2018)
Keyphrases
- data dependent
- multiple kernel
- learning algorithm
- multiple kernel learning
- kernel methods
- support vector machine
- linear combination
- learning problems
- kernel learning
- multiple features
- machine learning
- generalization bounds
- supervised learning
- machine learning algorithms
- distance metric learning
- learning tasks
- training data
- active learning
- generalization ability
- computer vision
- data sets
- training samples
- sample complexity
- learning models
- principal component analysis
- feature set
- distance metric
- transfer learning
- training examples