1 citations · 1 across the 2 of their papers we have counts for
3 papers
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…
Infinite-Dimensional Spherical Kernel ridge Regression
Beatrice Matteo, Almond Stoecker, Shahin Tavakoli
We introduce an intrinsic nonlinear regression framework for responses on a sphere of finite or infinite dimension, viewed as a Riemannian manifold. Unlike traditional tangent-spac…
Statistics in Phonetics
Shahin Tavakoli, Beatrice Matteo, Davide Pigoli +5
Phonetics is the scientific field concerned with the study of how speech is produced, heard and perceived. It abounds with data, such as acoustic speech recordings, neuroimaging da…