Recherche - Université Côte d'Azur Accéder directement au contenu

Filtrer vos résultats

4 résultats
Image document

A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis

Jacob Leygonie , Mathieu Carrière , Théo Lacombe , Steve Oudot
Mathematical Programming, 2023, 202, pp.199-239. ⟨10.1007/s10107-023-01931-x⟩
Article dans une revue hal-03330940v2
Image document

RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

Felix Hensel , Marc Glisse , Frédéric Chazal , Thibault de Surrel , Mathieu Carriere , et al.
Proceedings of Machine Learning Research, 2022, Proceedings of Topological, Algebraic, and Geometric Learning Workshops 2022, 196, pp.96-106
Article dans une revue hal-03867083v1
Image document

Climate Science at the Interface Between Topological Data Analysis and Dynamical Systems Theory

Davide Faranda , Théo Lacombe , Nina Otter , Kristian Strommen
Notices of the American Mathematical Society, 2024, 71, pp.267-271. ⟨10.1090/noti2864⟩
Article dans une revue hal-04396161v1

RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

Thibault de Surrel , Felix Hensel , Mathieu Carriere , Théo Lacombe , Yuichi Ike , et al.
ICLR 2022 Workshop on Geometrical and Topological Representation Learning, Apr 2022, Virtual conference, United States
Communication dans un congrès hal-03560450v1