Error analysis of regularized trigonometric linear regression with unbounded sampling: a statistical learning viewpoint

Anna Scampicchio, Elena Arcari, Melanie N. Zeilinger

The effectiveness of non-parametric, kernel-based methods for function estimation comes at the price of high computational complexity, which hinders their applicability in adaptive…