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most citedSmoothness Estimation for Whittle-Matérn Processes on Closed Riemannian Manifolds

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math.ST2024

Maximum mean discrepancies of Farey sequences

Toni Karvonen, Anatoly Zhigljavsky

We identify a large class of positive-semidefinite kernels for which a certain polynomial rate of convergence of maximum mean discrepancies of Farey sequences is equivalent to the…

math.ST2024★ 2 cited

Smoothness Estimation for Whittle-Matérn Processes on Closed Riemannian Manifolds

Moritz Korte-Stapff, Toni Karvonen, Eric Moulines

The family of Matérn kernels are often used in spatial statistics, function approximation and Gaussian process methods in machine learning. One reason for their popularity is the p…