Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics

Yanning Shen, Tianyi Chen, Georgios B. Giannakis

Kernel-based methods exhibit well-documented performance in various nonlinear learning tasks. Most of them rely on a preselected kernel, whose prudent choice presumes task-specific…