Flexible Nonparametric Kernel Learning with Different Loss Functions.
En-Liang HuJames T. KwokPublished in: ICONIP (2) (2013)
Keyphrases
- loss function
- kernel learning
- pairwise constraints
- pairwise
- kernel function
- support vector
- multiple kernel learning
- semi supervised
- kernel matrix
- reproducing kernel hilbert space
- support vector regression
- learning models
- kernel methods
- dimensionality reduction
- gaussian kernels
- learning tasks
- distance metric
- metric learning
- multi task learning
- machine learning algorithms
- semi supervised learning
- supervised learning
- least squares
- multi class
- support vector machine