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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 2009 · stat.MLShow all

1 paper · 2 filters

stat.ML2009★ 10 cited

Escaping the curse of dimensionality with a tree-based regressor

Samory Kpotufe

We present the first tree-based regressor whose convergence rate depends only on the intrinsic dimension of the data, namely its Assouad dimension. The regressor uses the RPtree pa…

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