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researcher

Lucas Kook

Vienna University of Economics and Business

16 papers hereh-index 12508 citations37 works total

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

author position
  • first author9
  • middle author6
  • last author1

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • cs.LG3
  • stat.AP3
  • stat.ML3
  • stat.CO1
affiliations
  • Vienna University of Economics and Business
Homepage
same name
  • Lucas Kook — 1 paper

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
20202026
most citedPitfalls and potentials in simulation studies: Questionable research practices in comparative simulation studies allow for spurious claims of superiority of any method

36 citations · 78 across the 14 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ME2021★ 8 cited

Distributional Anchor Regression

Lucas Kook, Beate Sick, Peter Bühlmann

Prediction models often fail if train and test data do not stem from the same distribution. Out-of-distribution (OOD) generalization to unseen, perturbed test data is a desirable b…

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