Thibault de Surrel

According to our database, Thibault de Surrel authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

SPDNet-AE: a Compact SPD Representation through Riemannian Autoencoding.

Thibault de Surrel, Charlotte Boucherie, Florian Yger

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

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

Interpretability of Riemannian Tools Used in Brain Computer Interfaces.

Thibault de Surrel, Tristan Venot, Marie-Constance Corsi, Florian Yger

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices.

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

A Probabilistic View on Riemannian Machine Learning Models for SPD Matrices.

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

Proceedings of the Geometric Science of Information - 7th International Conference, 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