Memory Efficient Kernel Approximation.
Si SiCho-Jui HsiehInderjit S. DhillonPublished in: ICML (2014)
Keyphrases
- memory efficient
- external memory
- series expansion
- kernel function
- convolution kernel
- iterative deepening
- multiple sequence alignment
- approximation error
- multiple kernel learning
- kernel methods
- approximation methods
- feature space
- learning algorithm
- approximation algorithms
- feature selection
- gram matrix
- polynomial kernels
- support vector
- integral image
- support vector machine
- continuous functions
- kernel machines
- error bounds
- queueing networks
- gaussian processes