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researcher

S. Sarkka

20 papers hereh-index 11691 citations38 works total

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

author position
  • first author2
  • middle author7
  • last author11

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • stat.ME7
  • math.OC3
  • cs.CV2
  • cs.LG1
  • cs.RO1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedSigma-Point Filtering and Smoothing Based Parameter Estimation in Nonlinear Dynamic Systems

49 citations · 104 across the 19 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.RO2022★ 1 cited

Online Pole Segmentation on Range Images for Long-term LiDAR Localization in Urban Environments

Hao Dong, Xieyuanli Chen, Simo Särkkä +1

Robust and accurate localization is a basic requirement for mobile autonomous systems. Pole-like objects, such as traffic signs, poles, and lamps are frequently used landmarks for…

stat.ME2022★ 1 cited

The Coupled Rejection Sampler

Adrien Corenflos, Simo Särkkä

We propose a coupled rejection-sampling method for sampling from couplings of arbitrary distributions. The method relies on accepting or rejecting coupled samples coming from domin…

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