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researcher

Karl Kumbier

7 papers hereh-index 92.5k citations18 works total

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

author position
  • first author1
  • middle author4
  • last author1

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • stat.AP1
  • stat.CO1
same name
  • Karl Kumbier — 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
20172024
most citedInterpretable machine learning: definitions, methods, and applications

2.2k citations · 3k across the 7 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

stat.ML2018★ 14 cited

Signed iterative random forests to identify enhancer-associated transcription factor binding

Karl Kumbier, Sumanta Basu, Erwin Frise +4

Standard ChIP-seq peak calling pipelines seek to differentiate biochemically reproducible signals of individual genomic elements from background noise. However, reproducibility alo…

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