11 citations · 40 across the 18 of their papers we have counts for
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stat.ME2017★ 3 cited
Student-t Process Quadratures for Filtering of Non-Linear Systems with Heavy-Tailed Noise
Jakub Prüher, Filip Tronarp, Toni Karvonen +2
The aim of this article is to design a moment transformation for Student- t distributed random variables, which is able to account for the error in the numerically computed mean. W…
math.NA2017★ 2 cited
Fully symmetric kernel quadrature
Toni Karvonen, Simo Särkkä
Kernel quadratures and other kernel-based approximation methods typically suffer from prohibitive cubic time and quadratic space complexity in the number of function evaluations. T…