Dimensionality Reduction and Wasserstein Stability for Kernel Regression

Stephan Eckstein, Armin Iske, Mathias Trabs

In a high-dimensional regression framework, we study consequences of the naive two-step procedure where first the dimension of the input variables is reduced and second, the reduce…