Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning

Peilin Zhao, Jialei Wang, Pengcheng Wu +2

Kernel-based online learning has often shown state-of-the-art performance for many online learning tasks. It, however, suffers from a major shortcoming, that is, the unbounded numb…