Large-scale Kernel Methods and Applications to Lifelong Robot Learning.
Raffaello CamorianoPublished in: CoRR (2019)
Keyphrases
- kernel methods
- kernel based clustering
- kernel function
- machine learning
- learning problems
- support vector
- feature space
- kernel matrix
- support vector machine
- high dimensional feature space
- kernel ridge regression
- learning tasks
- similarity function
- multiple kernel learning
- kernel learning
- real world
- kernel parameters
- graph kernels
- kernel pca
- reproducing kernel hilbert space
- kernel trick
- kernel fisher discriminant analysis
- reproducing kernel
- learning algorithm
- image processing
- kernel matrices
- linear combination
- high dimensional