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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 2025Show all

1 paper · 1 filter

math.ST2025

Wasserstein bounds for non-linear Gaussian filters

Toni Karvonen, Simo Särkkä

Most Kalman filters for non-linear systems, such as the unscented Kalman filter, are based on Gaussian approximations. We use Poincaré inequalities to bound the Wasserstein distanc…

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