An efficient multiple kernel learning in reproducing kernel Hilbert spaces (RKHS).
Lixiang XuBin LuoYuanyan TangXiaohua MaPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2015)
Keyphrases
- reproducing kernel hilbert space
- multiple kernel learning
- kernel methods
- kernel function
- learning problems
- gaussian kernels
- reproducing kernel
- support vector
- kernel learning
- kernel matrix
- loss function
- machine learning
- support vector machine
- learning tasks
- feature space
- linear combination
- learning theory
- binary classification
- euclidean space
- real valued
- input space
- data dependent
- density estimation
- hyperplane
- gaussian process
- semi supervised learning
- distance measure
- semi supervised
- domain adaptation
- support vectors
- feature vectors
- special case
- machine learning algorithms
- model selection
- feature selection