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researcher

T. Karvonen

27 papers hereh-index 16556 citations46 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author3
  • first author15
  • middle author8
  • last author1

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • math.NA7
  • math.ST7
  • stat.ME6
  • cs.LG1
  • cs.MS1
  • math.CA1

identity via Semantic Scholar / OpenAlex

activity
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

collaborators
Showing 2018 · math.STShow all

1 paper · 2 filters

math.ST2018

On the positivity and magnitudes of Bayesian quadrature weights

Toni Karvonen, Motonobu Kanagawa, Simo Särkkä

This article reviews and studies the properties of Bayesian quadrature weights, which strongly affect stability and robustness of the quadrature rule. Specifically, we investigate…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.