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researcher

Simo Särkkä

100 papers hereh-index 4611.4k citations302 works total

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

author position
  • sole author1
  • first author5
  • middle author29
  • last author64

Across the 99 of 100 papers where every author was matched, so the position is known.

fields
  • stat.CO14
  • stat.ML13
  • math.NA12
  • stat.ME9
  • eess.SP8
  • cs.LG7
same name
  • Simo Särkkä — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedA Survey of Monte Carlo Methods for Parameter Estimation

196 citations · 699 across the 80 of their papers we have counts for

collaborators
Showing 2014 · stat.MLShow all

1 paper · 2 filters

stat.ML2014★ 137 cited

Hilbert Space Methods for Reduced-Rank Gaussian Process Regression

Arno Solin, Simo Särkkä

This paper proposes a novel scheme for reduced-rank Gaussian process regression. The method is based on an approximate series expansion of the covariance function in terms of an ei…

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