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R. Barber

63 papers hereh-index 335.6k citations91 works total

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

author position
  • sole author1
  • first author20
  • middle author20
  • last author22

Across the 63 of 63 papers where every author was matched, so the position is known.

fields
  • stat.ME32
  • math.ST20
  • math.OC5
  • physics.med-ph3
  • stat.ML2
  • cs.LG1
same name
  • R. Barber — 14 papers, h 23
  • R. Barber — 2 papers, h 16
  • R. Barber — 1 paper, h 27
  • R. Barber — 1 paper, h 0

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
20142026
most citedControlling the false discovery rate via knockoffs

575 citations · 929 across the 52 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023★ 6 cited

Bagging Provides Assumption-free Stability

Jake A. Soloff, Rina Foygel Barber, Rebecca Willett

Bagging is an important technique for stabilizing machine learning models. In this paper, we derive a finite-sample guarantee on the stability of bagging for any model. Our result…

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