The Mondrian kernel
We introduce the Mondrian kernel, a fast random feature approximation to the Laplace kernel. It is suitable for both batch and online learning, and admits a fast kernel-width-selection procedure as the random features can be re-used efficiently for all kernel widths. The features are constructed by...
| Main Authors: | , , , , |
|---|---|
| Format: | Conference item |
| Published: |
Association for Uncertainty in Artificial Intelligence Press
2016
|