A pre-selecting base kernel method in multiple kernel learning.
Peng WuFuqing DuanPing GuoPublished in: Neurocomputing (2015)
Keyphrases
- kernel methods
- multiple kernel learning
- kernel function
- learning problems
- kernel learning
- support vector
- multiple kernel
- support vector machine
- kernel matrix
- feature space
- machine learning
- learning tasks
- reproducing kernel hilbert space
- least squares
- semi supervised learning
- linear combination
- active learning
- convex optimization
- training data
- face recognition