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researcher

Alex Gittens

32 papers hereh-index 201.8k citations60 works total

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

author position
  • sole author1
  • first author6
  • middle author18
  • last author7

Across the 32 of 32 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • stat.ML4
  • cs.CL3
  • math.NA3
  • cs.CR2
  • cs.DC2
same name
  • Alex Gittens — 5 papers, h 2
  • Alex Gittens — 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
20092024
most citedScalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds

67 citations · 350 across the 31 of their papers we have counts for

collaborators
Showing 2011 · math.NAShow all

1 paper · 2 filters

math.NA2011★ 48 cited

The spectral norm error of the naive Nystrom extension

Alex Gittens

The naive Nystrom extension forms a low-rank approximation to a positive-semidefinite matrix by uniformly randomly sampling from its columns. This paper provides the first relative…

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