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researcher

Simo Särkkä

13 papers here

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

author position
  • middle author5
  • last author8

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.RO2
  • stat.CO2
  • stat.ME2
  • cs.DC1
  • cs.IT1
  • cs.LG1
ORCID 0000-0002-7031-9354
same name
  • Simo Särkkä — 34 papers, h 46

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
20122024
most citedProbability Measures for Numerical Solutions of Differential Equations

48 citations · 97 across the 13 of their papers we have counts for

collaborators
Showing cs.ROShow 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…

cs.RO2014

Batch Nonlinear Continuous-Time Trajectory Estimation as Exactly Sparse Gaussian Process Regression

Sean Anderson, Timothy D. Barfoot, Chi Hay Tong +1

In this paper, we revisit batch state estimation through the lens of Gaussian process (GP) regression. We consider continuous-discrete estimation problems wherein a trajectory is v…

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