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researcher

Samory Kpotufe

35 papers hereh-index 191.3k citations62 works total

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

author position
  • sole author2
  • first author5
  • middle author7
  • last author21

Across the 35 of 35 papers where every author was matched, so the position is known.

fields
  • stat.ML22
  • cs.LG10
  • cs.NI2
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedk-NN Regression Adapts to Local Intrinsic Dimension

60 citations · 290 across the 33 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021

Tracking Most Significant Arm Switches in Bandits

Joe Suk, Samory Kpotufe

In bandit with distribution shifts, one aims to automatically adapt to unknown changes in reward distribution, and restart exploration when necessary. While this problem has been s…

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