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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 2014 · math.NAShow all

2 papers · 2 filters

math.NA2014

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14)

L. Jacques, C. De Vleeschouwer, Y. Boursier +64

The implicit objective of the biennial "international - Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST) is to foster collaboration between interna…

math.NA2014★ 36 cited

Exact and Heuristic Algorithms for Semi-Nonnegative Matrix Factorization

Nicolas Gillis, Abhishek Kumar

Given a matrix M (not necessarily nonnegative) and a factorization rank r, semi-nonnegative matrix factorization (semi-NMF) looks for a matrix U with r columns and a nonneg…

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