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Steve Hanneke

6 papers hereh-index 4147 citations7 works total

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

author position
  • first author6

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

fields
  • cs.LG4
  • stat.ML2
same name
  • Steve Hanneke — 27 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 — 8 papers, h 8

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 citedOn the Value of Target Data in Transfer Learning

16 citations · 21 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

stat.ML2024

Help Me Help You: The Aggregate Value of Source and Target Data in Transfer Learning

Steve Hanneke, Samory Kpotufe

Transfer learning, in regression or classification, concerns problems where one aims to use imperfect data from a source distribution P to improve prediction w.r.t. a target distri…

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