Thibault de Surrel

According to our database, Thibault de Surrel authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

A probabilistic view on Riemannian machine learning models for SPD matrices.

Thibault de Surrel, Florian Yger, Fabien Lotte, Sylvain Chevallier

CoRR, May, 2025

Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices.

Thibault de Surrel, Fabien Lotte, Sylvain Chevallier, Florian Yger

CoRR, February, 2025

Geometry-Aware visualization of high dimensional Symmetric Positive Definite matrices.

Thibault de Surrel, Sylvain Chevallier, Fabien Lotte, Florian Yger

Trans. Mach. Learn. Res., 2025

2024

Averaging Trajectories on the Manifold of Symmetric Positive Definite Matrices.

Thibault de Surrel, Florian Yger, Sylvain Chevallier, Fabien Lotte

Proceedings of the 32nd European Signal Processing Conference, 2024

2022

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

Thibault de Surrel, Felix Hensel, Mathieu Carrière, Théo Lacombe, Yuichi Ike, Hiroaki Kurihara, Marc Glisse, Frédéric Chazal

Proceedings of the Topological, 2022