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Jérémie Bigot

38 papers hereh-index 231.9k citations86 works total

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

author position
  • sole author3
  • first author23
  • middle author9
  • last author3

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • math.ST23
  • cs.IT4
  • stat.ME4
  • stat.ML3
  • stat.AP2
  • math.PR1

identity via Semantic Scholar / OpenAlex

activity
20062023
most citedA deconvolution approach to estimation of a common shape in a shifted curves model

36 citations · 163 across the 33 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

math.ST2019

Statistical data analysis in the Wasserstein space

Jérémie Bigot

This paper is concerned by statistical inference problems from a data set whose elements may be modeled as random probability measures such as multiple histograms or point clouds.…

math.ST2019★ 2 cited

Freeness over the diagonal and outliers detection in deformed random matrices with a variance profile

Jérémie Bigot, Camille Male

We study the eigenvalue distribution of a GUE matrix with a variance profile that is perturbed by an additive random matrix that may possess spikes. Our approach is guided by Voicu…

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