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researcher

Nicolas Gillis

87 papers hereh-index 374.9k citations130 works total

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

author position
  • sole author7
  • first author26
  • middle author29
  • last author24

Across the 86 of 87 papers where every author was matched, so the position is known.

fields
  • math.OC33
  • cs.LG15
  • math.NA14
  • stat.ML10
  • eess.SP9
  • cs.CV3
same name
  • Nicolas Gillis — 10 papers, h 3
  • Nicolas Gillis — 7 papers, h 2
  • Nicolas Gillis — 5 papers, h 3
  • Nicolas Gillis — 4 papers, h 2
  • Nicolas Gillis — 2 papers, h 0
  • Nicolas Gillis — 2 papers, h 1

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 citedFast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization

269 citations · 3k across the 82 of their papers we have counts for

collaborators
Showing 2015 · cs.CVShow all

1 paper · 2 filters

cs.CV2015★ 24 cited

Sequential Dimensionality Reduction for Extracting Localized Features

Gabriella Casalino, Nicolas Gillis

Linear dimensionality reduction techniques are powerful tools for image analysis as they allow the identification of important features in a data set. In particular, nonnegative ma…

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