StreaMRAK a Streaming Multi-Resolution Adaptive Kernel Algorithm

Andreas Oslandsbotn, Zeljko Kereta, Valeriya Naumova +2

Kernel ridge regression (KRR) is a popular scheme for non-linear non-parametric learning. However, existing implementations of KRR require that all the data is stored in the main m…