Optimal Sampling for Kernel Quadrature on Unbounded Domains

Edoardo Bandoni, Christian Robert, Julien Stoehr

Kernel quadrature is widely used to approximate integrals of smooth functions, with worst-case error typically decaying at the minimax rate $n^{-\alpha /d}$ for smoothness $\alpha$ in dimensi…