Theory of Decentralized Robust Kernel-Based Learning

Zhan Yu, Zhongjie Shi, Ding-Xuan Zhou

We propose a new decentralized robust kernel-based learning algorithm within the framework of reproducing kernel Hilbert spaces (RKHSs) by utilizing a networked system that can be…