On the Nyström Approximation for Preconditioning in Kernel Machines.
Amirhesam AbedsoltanParthe PanditLuis RademacherMikhail BelkinPublished in: AISTATS (2024)
Keyphrases
- kernel machines
- semi supervised
- support vector
- semi supervised learning
- reproducing kernel hilbert space
- kernel function
- learning machines
- kernel methods
- active learning
- learning problems
- learning algorithm
- support vector machine
- linear combination
- multiple kernel learning
- neural network
- spectral clustering
- learning scheme
- prior knowledge
- kernel matrix
- high dimensional
- kernel learning