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Aurélien Garivier

53 papers hereh-index 286.2k citations98 works total

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

author position
  • sole author2
  • first author9
  • middle author23
  • last author18

Across the 52 of 53 papers where every author was matched, so the position is known.

fields
  • math.ST18
  • stat.ML13
  • cs.LG12
  • math.PR3
  • cs.AI2
  • cs.DS1
same name
  • Aurélien Garivier — 8 papers, h 3

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
20082026
most citedOn the Complexity of Best Arm Identification in Multi-Armed Bandit Models

688 citations · 2k across the 44 of their papers we have counts for

collaborators
Showing 2014 · stat.MLShow all

1 paper · 2 filters

stat.ML2014★ 688 cited

On the Complexity of Best Arm Identification in Multi-Armed Bandit Models

Emilie Kaufmann, Olivier Cappé, Aurélien Garivier

The stochastic multi-armed bandit model is a simple abstraction that has proven useful in many different contexts in statistics and machine learning. Whereas the achievable limit i…

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