Alice Le Brigant

According to our database, Alice Le Brigant authored at least 10 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning from landmarks, curves, surfaces, and shapes in Geomstats.

Luís F. Pereira, Alice Le Brigant, Adele Myers, Emmanuel Hartman, Amil Khan, Malik Tuerkoen, Trey Dold, Mengyang Gu, Pablo Suárez-Serrato, Nina Miolane

CoRR, 2024

2023

Parametric Information Geometry with the Package Geomstats.

Alice Le Brigant, Jules Deschamps, Antoine Collas, Nina Miolane

ACM Trans. Math. Softw., December, 2023

2020

Classifying histograms of medical data using information geometry of beta distributions.

Alice Le Brigant, Nicolas Guigui, Sana Rebbah, Stéphane Puechmorel

CoRR, 2020

Geomstats: A Python Package for Riemannian Geometry in Machine Learning.

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

CoRR, 2020

Introduction to Geometric Learning in Python with Geomstats.

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

Proceedings of the 19th Python in Science Conference 2020 (SciPy 2020), Virtual Conference, July 6, 2020

2019

Quantization and clustering on Riemannian manifolds with an application to air traffic analysis.

Alice Le Brigant, Stéphane Puechmorel

J. Multivar. Anal., 2019

A Discrete Framework to Find the Optimal Matching Between Manifold-Valued Curves.

Alice Le Brigant

J. Math. Imaging Vis., 2019

Approximation of Densities on Riemannian Manifolds.

Alice Le Brigant, Stéphane Puechmorel

Entropy, 2019

2017

Optimal Matching Between Curves in a Manifold.

Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco

Proceedings of the Geometric Science of Information - Third International Conference, 2017

2015

Reparameterization Invariant Metric on the Space of Curves.

Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco

Proceedings of the Geometric Science of Information - Second International Conference, 2015