A Distribution Free Truncated Kernel Ridge Regression Estimator and Related Spectral Analyses

Asma Ben Saber, Abderrazek Karoui

It is well known that kernel ridge regression (KRR) is a popular nonparametric regression estimator. Nonetheless, in the presence of a large data set with size $n\gg 1,$ the KRR es…