Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data

Ganggang Xu, Zuofeng Shang, Guang Cheng

Abstract: Divide-and-conquer is a powerful approach for large and massive data analysis. In the nonparameteric regression setting, although various theoretical frameworks have been established to achieve opt...