Optimality of Robust Online Learning

Zheng-Chu Guo, Andreas Christmann, Lei Shi

In this paper, we study an online learning algorithm with a robust loss function ${\mathcal{L}}_{\sigma }$ for regression over a reproducing kernel Hilbert space (RKHS). The loss function $\…