Geometric Interpretation of Running Nyström-Based Kernel Machines and Error Analysis

Weida Li, Mingxia Liu, Daoqiang Zhang

Recently, Nyström method has proved its prominence empirically and theoretically in speeding up the training of kernel machines while retaining satisfactory performances and accura…