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researcher

L. Dreyfus-Schmidt

10 papers hereh-index 5192 citations11 works total

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

author position
  • sole author2
  • middle author2
  • last author6

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML2
  • cs.AI1
  • cs.CV1
  • math.AG1
  • math.RT1
same name
  • L. Dreyfus-Schmidt — 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
20142025
most citedSample Noise Impact on Active Learning

1 citations · 2 across the 7 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020

Rebuilding Trust in Active Learning with Actionable Metrics

Alexandre Abraham, Léo Dreyfus-Schmidt

Active Learning (AL) is an active domain of research, but is seldom used in the industry despite the pressing needs. This is in part due to a misalignment of objectives, while rese…

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