Alice Le Brigant

13 papers Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning from Landmarks, Curves, Surfaces, and Shapes in Geomstats.
ACM Trans. Math. Softw.
Luís F. Pereira, Alice Le Brigant, Adele Myers, Emmanuel Hartman, Amil Khan, Malik Tuerkoen, Trey Dold, Mengyang Gu, Pablo Suárez-Serrato, Nina Miolane
2025 J jnl
On the Wasserstein Geodesic Principal Component Analysis of probability measures.
CoRR
Nina Vesseron, Elsa Cazelles, Alice Le Brigant, Thierry Klein
2024 J jnl
Learning from landmarks, curves, surfaces, and shapes in Geomstats.
CoRR
Luís F. Pereira, Alice Le Brigant, Adele Myers, Emmanuel Hartman, Amil Khan, Malik Tuerkoen, Trey Dold, Mengyang Gu, Pablo Suárez-Serrato, Nina Miolane
2023 J jnl
Parametric Information Geometry with the Package Geomstats.
ACM Trans. Math. Softw.
Alice Le Brigant, Jules Deschamps, Antoine Collas, Nina Miolane
2022 J jnl
Parametric information geometry with the package Geomstats.
CoRR
Alice Le Brigant, Jules Deschamps, Antoine Collas, Nina Miolane
2020 J jnl
Classifying histograms of medical data using information geometry of beta distributions.
CoRR
Alice Le Brigant, Nicolas Guigui, Sana Rebbah, Stéphane Puechmorel
2020 J jnl
Geomstats: A Python Package for Riemannian Geometry in Machine Learning.
CoRR
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
2020 — conf
Introduction to Geometric Learning in Python with Geomstats.
SciPy
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
2019 J jnl
A Discrete Framework to Find the Optimal Matching Between Manifold-Valued Curves.
J. Math. Imaging Vis.
Alice Le Brigant
2019 J jnl
Approximation of Densities on Riemannian Manifolds.
Entropy
Alice Le Brigant, Stéphane Puechmorel
2019 J jnl
Quantization and clustering on Riemannian manifolds with an application to air traffic analysis.
J. Multivar. Anal.
Alice Le Brigant, Stéphane Puechmorel
2017 — conf
Optimal Matching Between Curves in a Manifold.
GSI
Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco
2015 — conf
Reparameterization Invariant Metric on the Space of Curves.
GSI
Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco