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researcher

Stephen Bates

34 papers hereh-index 255.2k citations44 works total

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

author position
  • first author9
  • middle author22
  • last author2

Across the 33 of 34 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • stat.ME10
  • stat.ML4
  • cs.CV2
  • cs.GT2
  • cs.IR1
same name
  • Stephen Bates — 8 papers, h 4
  • Stephen Bates — 5 papers, h 2
  • Stephen Bates — 3 papers, h 1
  • Stephen Bates — 3 papers, h 1
  • Stephen Bates — 2 papers, h 2

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 citedCross-validation: what does it estimate and how well does it do it?

423 citations · 913 across the 32 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ME2019★ 58 cited

Metropolized Knockoff Sampling

Stephen Bates, Emmanuel Candès, Lucas Janson +1

Model-X knockoffs is a wrapper that transforms essentially any feature importance measure into a variable selection algorithm, which discovers true effects while rigorously control…

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