Multi-kernel Correntropy Regression: Robustness, Optimality, and Application on Magnetometer Calibration

Shilei Li, Yunjiang Lou, Dawei Shi +2

This paper investigates the robustness and optimality of the multi-kernel correntropy (MKC) on linear regression. We first derive an upper error bound for a scalar regression probl…