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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 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 20 cited

Dictionary-based Tensor Canonical Polyadic Decomposition

Jérémy E. Cohen, Nicolas Gillis

To ensure interpretability of extracted sources in tensor decomposition, we introduce in this paper a dictionary-based tensor canonical polyadic decomposition which enforces one fa…

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