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researcher

N. Guigui

8 papers hereh-index 7195 citations18 works total

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

author position
  • first author5
  • middle author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.DG3
  • cs.CG1
  • cs.CV1
  • cs.GR1
  • cs.LG1
  • stat.ML1
same name
  • N. Guigui — 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
20192021
most citedGeomstats: A Python Package for Riemannian Geometry in Machine Learning

96 citations · 104 across the 5 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2020★ 3 cited

Classifying histograms of medical data using information geometry of beta distributions

Alice Le Brigant, Nicolas Guigui, Sana Rebbah +1

In this paper, we use tools of information geometry to compare, average and classify histograms. Beta distributions are fitted to the histograms and the corresponding Fisher inform…

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