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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.MEShow all

1 paper · 2 filters

stat.ME2014★ 24 cited

Combining Particle MCMC with Rao-Blackwellized Monte Carlo Data Association for Parameter Estimation in Multiple Target Tracking

Juho Kokkala, Simo Särkkä

We consider state and parameter estimation in multiple target tracking problems with data association uncertainties and unknown number of targets. We show how the problem can be re…

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