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researcher

X. Pennec

34 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 author3
  • middle author8
  • last author22

Across the 33 of 34 papers where every author was matched, so the position is known.

fields
  • math.DG14
  • math.ST6
  • cs.CV5
  • stat.ME3
  • cs.LG2
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20062023
most citedGeomstats: A Python Package for Riemannian Geometry in Machine Learning

96 citations · 178 across the 27 of their papers we have counts for

collaborators
Showing 2016 · math.STShow all

2 papers · 2 filters

math.ST2016

Template estimation in computational anatomy: Fréchet means in top and quotient spaces are not consistent

Loïc Devilliers, Stéphanie Allassonnière, Alain Trouvé +1

In this article, we study the consistency of the template estimation with the Fréchet mean in quotient spaces. The Fréchet mean in quotient spaces is often used when the observatio…

math.ST2016

Barycentric Subspace Analysis on Manifolds

Xavier Pennec

This paper investigates the generalization of Principal Component Analysis (PCA) to Riemannian manifolds. We first propose a new and general type of family of subspaces in manifold…

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