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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 2012Show all

1 paper · 1 filter

stat.ML2012★ 59 cited

Which Spatial Partition Trees are Adaptive to Intrinsic Dimension?

Nakul Verma, Samory Kpotufe, Sanjoy Dasgupta

Recent theory work has found that a special type of spatial partition tree - called a random projection tree - is adaptive to the intrinsic dimension of the data from which it is b…

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