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researcher

X. Pennec

21 papers hereh-index 6824.4k citations402 works total

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

author position
  • sole author1
  • middle author4
  • last author15

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • math.DG12
  • cs.CV2
  • cs.LG2
  • math.ST2
  • cs.DC1
  • cs.GR1

identity via Semantic Scholar / OpenAlex

activity
20062022
most citedGeomstats: A Python Package for Riemannian Geometry in Machine Learning

96 citations · 153 across the 13 of their papers we have counts for

collaborators
Showing math.STShow all

2 papers · 1 filter

math.ST2017★ 6 cited

Inconsistency of Template Estimation by Minimizing of the Variance/Pre-Variance in the Quotient Space

Loïc Devilliers, Stéphanie Allassonnière, Alain Trouvé +1

We tackle the problem of template estimation when data have been randomly deformed under a group action in the presence of noise. In order to estimate the template, one often minim…

math.ST2017

Inconsistency of Template Estimation with the Fr{é}chet mean in Quotient Space

Loïc Devilliers, Xavier Pennec, Stéphanie Allassonnière

We tackle the problem of template estimation when data have been randomly transformed under an isometric group action in the presence of noise. In order to estimate the template, o…

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