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researcher

K. S. Pedersen

3 papers hereh-index 171.2k citations69 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • astro-ph.IM2
  • stat.ML1
same name
  • K. S. Pedersen — 1 paper, h 1

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
20152019
most citedBig Universe, Big Data: Machine Learning and Image Analysis for Astronomy

100 citations · 129 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ML2019★ 12 cited

A cross-center smoothness prior for variational Bayesian brain tissue segmentation

Wouter M. Kouw, Silas N. Ørting, Jens Petersen +2

Suppose one is faced with the challenge of tissue segmentation in MR images, without annotators at their center to provide labeled training data. One option is to go to another med…

astro-ph.IM2017★ 100 cited

Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy

Jan Kremer, Kristoffer Stensbo-Smidt, Fabian Gieseke +2

Astrophysics and cosmology are rich with data. The advent of wide-area digital cameras on large aperture telescopes has led to ever more ambitious surveys of the sky. Data volumes…

astro-ph.IM2015★ 17 cited

Sacrificing information for the greater good: how to select photometric bands for optimal accuracy

Kristoffer Stensbo-Smidt, Fabian Gieseke, Christian Igel +2

Large-scale surveys make huge amounts of photometric data available. Because of the sheer amount of objects, spectral data cannot be obtained for all of them. Therefore it is impor…

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