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geomstats: a Python Package for Riemannian Geometry in Machine Learning
Nina Miolane
,
Johan Mathe
,
Claire Donnat
,
Mikael Jorda
,
Xavier Pennec
et al.
2019
Preprints, Working Papers, ...
hal-01974572v1
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Statistics on Lie groups : a need to go beyond the pseudo-Riemannian framework
Nina Miolane
,
Xavier Pennec
Bayesian inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2014), Sep 2014, Amboise, France. pp.59--66, ⟨10.1063/1.4905963⟩
Conference papers
hal-01091515v1
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Analyse biométrique de l'anneau pelvien en 3 dimensions - à propos de 100 scanners
Hugo Darmanté
,
Benoit Bugnas
,
Regis Bernard De Dompsure
,
Laurent Barresi
,
Nina Miolane
et al.
Conference papers
hal-01094711v1
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Biased estimators on Quotient spaces
Nina Miolane
,
Xavier Pennec
Conference papers
hal-01203805v1
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Towards a unified bayesian geometric framework for template estimation in Computational Anatomy
Nina Miolane
,
Xavier Pennec
,
Susan Holmes
International Society of Bayesian Analysis: World Meeting, Jun 2016, Cagliari, Italy.
Poster communications
hal-01396716v1
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Les maths de l’espace-temps qui décrivent et dépassent le cerveau
Nina Miolane
Interstices, 2017
Journal articles
hal-01503822v1
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Introduction to Geometric Learning in Python with Geomstats
Nina Miolane
,
Nicolas Guigui
,
Hadi Zaatiti
,
Christian Shewmake
,
Hatem Hajri
et al.
Conference papers
hal-02908006v1
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ICLR 2022 Challenge for Computational Geometry & Topology: Design and Results
Adele Myers
,
Saiteja Utpala
,
Shubham Talbar
,
Sophia Sanborn
,
Christian Shewmake
et al.
Proceedings of Machine Learning Research, 2022, Topological, Algebraic and Geometric Learning Workshops 2022, 196, pp.269-276. ⟨10.5281/zenodo.6554616⟩
Journal articles
hal-03903044v1
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Template Shape Estimation: Correcting an Asymptotic Bias
Nina Miolane
,
Susan Holmes
,
Xavier Pennec
Journal articles
hal-01350508v2
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Computing Bi-Invariant Pseudo-Metrics on Lie Groups for Consistent Statistics
Nina Miolane
,
Xavier Pennec
Journal articles
hal-01133922v1
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Introduction to Riemannian Geometry and Geometric Statistics: from basic theory to implementation with Geomstats
Nicolas Guigui
,
Nina Miolane
,
Xavier Pennec
Journal articles
hal-03766900v2
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Defining a mean on Lie group
Nina Miolane
Medical Imaging. 2013
Master thesis
hal-00938320v1
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Topologically constrained template estimation via Morse-Smale complexes controls its statistical consistency
Nina Miolane
,
Susan Holmes
,
Xavier Pennec
Journal articles
hal-01655366v1
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ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results
Nina Miolane
,
Matteo Caorsi
,
Umberto Lupo
,
Marius Guerard
,
Nicolas Guigui
et al.
2021
Preprints, Working Papers, ...
hal-03505132v1
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Geomstats: A Python Package for Riemannian Geometry in Machine Learning
Nina Miolane
,
Nicolas Guigui
,
Alice Le Brigant
,
Johan Mathe
,
Benjamin Hou
et al.
Journal of Machine Learning Research, 2020, 21 (223), pp.1-9
Journal articles
hal-02536154v2
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Parametric information geometry with the package Geomstats
Alice Le Brigant
,
Jules Deschamps
,
Antoine Collas
,
Nina Miolane
2022
Preprints, Working Papers, ...
hal-03862556v1
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A survey of mathematical structures for extending 2D neurogeometry to 3D image processing
Nina Miolane
,
Xavier Pennec
Conference papers
hal-01203518v1
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Geometric statistics for computational anatomy
Nina Miolane
Theses
tel-01411886v2
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Bias on estimation in quotient space and correction methods: Applications to statistics on organ shapes
Nina Miolane
,
Loïc Devilliers
,
Xavier Pennec
Book sections
hal-02342155v1
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