Infinite-Dimensional Spherical Kernel ridge Regression

Beatrice Matteo, Almond Stoecker, Shahin Tavakoli

We introduce a novel regression framework designed to model non-linear responses situated on a sphere $\mathbb{S}$ of finite or infinite dimension. Unlike traditional tangent-space…