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researcher

X. Pennec

22 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 author16

Across the 21 of 22 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
20062023
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 cs.LGShow all

2 papers · 1 filter

cs.LG2020★ 96 cited

Geomstats: A Python Package for Riemannian Geometry in Machine Learning

Nina Miolane, Alice Le Brigant, Johan Mathe +16

We introduce Geomstats, an open-source Python toolbox for computations and statistics on nonlinear manifolds, such as hyperbolic spaces, spaces of symmetric positive definite matri…

cs.LG2018

geomstats: a Python Package for Riemannian Geometry in Machine Learning

Nina Miolane, Johan Mathe, Claire Donnat +2

We introduce geomstats, a python package that performs computations on manifolds such as hyperspheres, hyperbolic spaces, spaces of symmetric positive definite matrices and Lie gro…

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