Alice Le Brigant

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Bregman Divergences

Optimal Matching

Riemannian Manifolds

Top Venues

J. Math. Imaging Vis.

ACM Trans. Math. Softw.

Publications

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 (2024)
Alice Le Brigant, Jules Deschamps, Antoine Collas, Nina Miolane
Parametric Information Geometry with the Package Geomstats. ACM Trans. Math. Softw. 49 (4) (2023)
Alice Le Brigant, Jules Deschamps, Antoine Collas, Nina Miolane
Parametric information geometry with the package Geomstats. CoRR (2022)
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)
Alice Le Brigant, Nicolas Guigui, Sana Rebbah, Stéphane Puechmorel
Classifying histograms of medical data using information geometry of beta distributions. CoRR (2020)
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 (2020)
Alice Le Brigant, Stéphane Puechmorel
Approximation of Densities on Riemannian Manifolds. Entropy 21 (1) (2019)
Alice Le Brigant, Stéphane Puechmorel
Quantization and clustering on Riemannian manifolds with an application to air traffic analysis. J. Multivar. Anal. 173 (2019)
Alice Le Brigant
A Discrete Framework to Find the Optimal Matching Between Manifold-Valued Curves. J. Math. Imaging Vis. 61 (1) (2019)
Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco
Optimal Matching Between Curves in a Manifold. GSI (2017)
Alice Le Brigant, Marc Arnaudon, Frédéric Barbaresco
Reparameterization Invariant Metric on the Space of Curves. GSI (2015)