Fast Second-Order Online Kernel Learning through Incremental Matrix Sketching and Decomposition

Dongxie Wen, Xiao Zhang, Zhewei Wei +3

Online Kernel Learning (OKL) has attracted considerable research interest due to its promising predictive performance in streaming environments. Second-order approaches are particu…