Analysis of regularized Nyström subsampling for regression functions of low smoothness

Shuai Lu, Peter Mathé, Sergiy Pereverzyev

This paper studies a Nyström type subsampling approach to large kernel learning methods in the misspecified case, where the target function is not assumed to belong to the reproduc…