Kernel methods in system identification, machine learning and function estimation: A survey.
Gianluigi PillonettoFrancesco DinuzzoTianshi ChenGiuseppe De NicolaoLennart LjungPublished in: Autom. (2014)
Keyphrases
- kernel methods
- machine learning
- reproducing kernel hilbert space
- learning problems
- kernel function
- learning tasks
- support vector machine
- kernel matrix
- support vector
- similarity function
- kernel pca
- feature space
- kernel ridge regression
- multiple kernel
- computer vision
- positive semi definite
- data mining
- machine learning algorithms
- text classification
- multiple kernel learning
- active learning
- kernel trick
- similarity measure
- kernel matrices
- feature selection
- reinforcement learning
- graph kernels
- learning algorithm
- kernel based clustering