Memory Efficient Kernel Approximation.
Si SiCho-Jui HsiehInderjit S. DhillonPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- memory efficient
- external memory
- error bounds
- kernel function
- kernel methods
- iterative deepening
- approximation algorithms
- series expansion
- polynomial kernels
- multiple sequence alignment
- feature space
- integral image
- kernel regression
- kernel matrix
- closed form
- support vector
- approximation methods
- approximation error
- kernel machines
- special case