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Steve Hanneke

8 papers hereh-index 8470 citations18 works total

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

author position
  • sole author1
  • first author4
  • middle author2

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.DS1
  • math.ST1
  • stat.ML1
same name
  • Steve Hanneke — 26 papers, h 12
  • Steve Hanneke — 11 papers, h 8
  • Steve Hanneke — 10 papers, h 4
  • Steve Hanneke — 9 papers, h 5
  • Steve Hanneke — 9 papers, h 5
  • Steve Hanneke — 6 papers, h 4

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
20112017
most citedActivized Learning: Transforming Passive to Active with Improved Label Complexity

37 citations · 65 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2011★ 37 cited

Activized Learning: Transforming Passive to Active with Improved Label Complexity

Steve Hanneke

We study the theoretical advantages of active learning over passive learning. Specifically, we prove that, in noise-free classifier learning for VC classes, any passive learning al…

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