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20172025
most citedSampling based approximation of linear functionals in Reproducing Kernel Hilbert Spaces

11 citations · 40 across the 18 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

math.NA2019★ 1 cited

Kernel-based interpolation at approximate Fekete points

Toni Karvonen, Simo Särkkä, Ken'ichiro Tanaka

We construct approximate Fekete point sets for kernel-based interpolation by maximising the determinant of a kernel Gram matrix obtained via truncation of an orthonormal expansion…

math.NA2019

Worst-case optimal approximation with increasingly flat Gaussian kernels

Toni Karvonen, Simo Särkkä

We study worst-case optimal approximation of positive linear functionals in reproducing kernel Hilbert spaces induced by increasingly flat Gaussian kernels. This provides a new per…