Showing stat.MEShow all
2 papers · 1 filter
stat.ME2026
Elastic kernel Ridge regression, with applications in phonetics
Beatrice Matteo, Almond Stoecker, Davide Pigoli +1
Predicting the shapes of entire curves requires accounting for nonlinear geometry and unknown alignments between curves. We develop elastic kernel ridge regression, a nonparametric…
stat.ME2026
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 of finite or infinite dimension. Unlike traditional tangent-space…