2 papers
physics.geo-ph2024
Learning on the correct class for domain inverse problems of gravimetry
Yihang Chen, Wenbin Li
We consider end-to-end learning approaches for inverse problems of gravimetry. Due to ill-posedness of the inverse gravimetry, the reliability of learning approaches is questionabl…
eess.SY2023
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…