Alice Le Brigant | DeepAI

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∙ 11/21/2022

Parametric information geometry with the package Geomstats

We introduce the information geometry module of the Python package Geoms...

0 Alice Le Brigant, et al. ∙

∙ 06/03/2020

Classifying histograms of medical data using information geometry of beta distributions

In this paper, we use tools of information geometry to compare, average ...

0 Alice Le Brigant, et al. ∙

∙ 05/12/2020

Fisher-Rao geometry of Dirichlet distributions

In this paper, we study the geometry induced by the Fisher-Rao metric on...

0 Alice Le Brigant, et al. ∙

∙ 04/17/2019

The Fisher-Rao geometry of beta distributions applied to the study of canonical moments

This paper studies the Fisher-Rao geometry on the parameter space of bet...

0 Alice Le Brigant, et al. ∙

∙ 06/20/2018

Optimal Riemannian quantization with an application to air traffic analysis

The goal of optimal quantization is to find the best approximation of a ...

0 Alice Le Brigant, et al. ∙

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