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ORCIDAlice Le Brigant
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2020 – today
- 2024
[i4]Luís F. Pereira, Alice Le Brigant, Adele Myers, Emmanuel Hartman, Amil Khan, Malik Tuerkoen, Trey Dold, Mengyang Gu, Pablo Suárez-Serrato, Nina Miolane:
Learning from landmarks, curves, surfaces, and shapes in Geomstats. CoRR abs/2406.10437 (2024)- 2023
- [j4]Alice Le Brigant
, Jules Deschamps, Antoine Collas, Nina Miolane:
Parametric Information Geometry with the Package Geomstats. ACM Trans. Math. Softw. 49(4): 34:1-34:26 (2023) - 2022
- [i3]Alice Le Brigant, Jules Deschamps, Antoine Collas, Nina Miolane:
Parametric information geometry with the package Geomstats. CoRR abs/2211.11643 (2022) - 2020
- [c3]Nina Miolane, Nicolas Guigui, Hadi Zaatiti, Christian Shewmake, Hatem Hajri, Daniel Brooks, Alice Le Brigant, Johan Mathe, Benjamin Hou, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Yann Cabanes, Thomas Gerald, Paul Chauchat, Bernhard Kainz, Claire Donnat, Susan P. Holmes, Xavier Pennec:
Introduction to Geometric Learning in Python with Geomstats. SciPy 2020: 48-57 - [i2]Nina Miolane, Alice Le Brigant, Johan Mathe, Benjamin Hou, Nicolas Guigui, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Bernhard Kainz, Claire Donnat, Susan P. Holmes, Xavier Pennec:
Geomstats: A Python Package for Riemannian Geometry in Machine Learning. CoRR abs/2004.04667 (2020) - [i1]Alice Le Brigant, Nicolas Guigui, Sana Rebbah, Stéphane Puechmorel:
Classifying histograms of medical data using information geometry of beta distributions. CoRR abs/2006.04511 (2020)
2010 – 2019
- 2019
- [j3]Alice Le Brigant, Stéphane Puechmorel:
Approximation of Densities on Riemannian Manifolds. Entropy 21(1): 43 (2019) - [j2]Alice Le Brigant:
A Discrete Framework to Find the Optimal Matching Between Manifold-Valued Curves. J. Math. Imaging Vis. 61(1): 40-70 (2019) - [j1]Alice Le Brigant, Stéphane Puechmorel:
Quantization and clustering on Riemannian manifolds with an application to air traffic analysis. J. Multivar. Anal. 173: 685-703 (2019) - 2017
- [c2]Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco:
Optimal Matching Between Curves in a Manifold. GSI 2017: 57-64 - 2015
- [c1]Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco:
Reparameterization Invariant Metric on the Space of Curves. GSI 2015: 140-149
Coauthor Index
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