Beyond Cross-Validation: Adaptive Parameter Selection for Kernel-Based Gradient Descents

Xiaotong Liu, Yunwen Lei, Xiangyu Chang +1

This paper proposes a novel parameter selection strategy for kernel-based gradient descent (KGD) algorithms, integrating bias-variance analysis with the splitting method. We introd…