Mathieu Pont

CNRS - Sorbonne Université (LIP6)

[name].[surname][at]lip6.fr



About

I am currently a PhD Student, since October 2020, at CNRS Sorbonne Université (LIP6) within the TORI project.

My thesis, directed by Julien Tierny, focuses on Topological Data Analysis, especially in the analysis on an ensemble of merge trees with applications in machine learning, visualization and data reduction.

I did my master degree at Paris Descartes University (now Université Paris Cité) in the “Machine Learning for Data Science” track.

Research


Wasserstein Distances, Geodesics and Barycenters of Merge Trees

Mathieu Pont, Jules Vidal, Julie Delon, Julien Tierny

IEEE Transactions on Visualization and Computer Graphics

Proc. of IEEE VIS 2021.

Paper - Code - Data - Replicability Stamp - Talk


Talks

2022
  • Jun 28th, Journée Visu 2022 - “Distances de Wasserstein, Géodésiques et Barycentres d’Arbres de Fusion”
2021
  • Oct 28th, IEEE VIS 2021 - “Wasserstein Distances, Geodesics and Barycenters of Merge Trees - Talk

Teaching

2021 - 2022
2020 - 2021