Tom Szwagier

According to our database, Tom Szwagier authored at least 9 papers between 2022 and 2026.

Collaborative distances:

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

2026

Parsimonious Gaussian mixture models with piecewise-constant eigenvalue profiles.

Tom Szwagier, Pierre-Alexandre Mattei, Charles Bouveyron, Xavier Pennec

Stat. Comput., June, 2026

2025

Nested subspace learning with flags.

Tom Szwagier, Xavier Pennec

CoRR, February, 2025

Rethinking statistical methods with flags. (Repenser les méthodes statistiques avec des drapeaux).

Tom Szwagier

PhD thesis, 2025

Eigengap Sparsity for Covariance Parsimony.

Tom Szwagier, Guillaume Olikier, Xavier Pennec

Proceedings of the Geometric Science of Information - 7th International Conference, 2025

2023

Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes.

Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn, Kenta Tsutsui, Tom Szwagier, Adi Elias, Julien Oster, Jean-Marc Sellal, Mahmoud Suleiman, Joachim A. Behar

npj Digit. Medicine, 2023

Rethinking the Riemannian Logarithm on Flag Manifolds as an Orthogonal Alignment Problem.

Tom Szwagier, Xavier Pennec

Proceedings of the Geometric Science of Information - 6th International Conference, 2023

2022

Generalizable and Robust Deep Learning Algorithm for Atrial Fibrillation Diagnosis Across Ethnicities, Ages and Sexes.

Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn, Kenta Tsutsui, Tom Szwagier, Adi Elias, Julien Oster, Jean-Marc Sellal, Mahmoud Suleiman, Joachim A. Behar

CoRR, 2022

ICLR 2022 Challenge for Computational Geometry and Topology: Design and Results.

Adele Myers, Saiteja Utpala, Shubham Talbar, Sophia Sanborn, Christian Shewmake, Claire Donnat, Johan Mathe, Umberto Lupo, Rishi Sonthalia, Xinyue Cui, Tom Szwagier, Arthur Pignet, Andri Bergsson, Søren Hauberg, Dmitriy Nielsen, Stefan Sommer, David A. Klindt, Erik Hermansen, Melvin Vaupel, Benjamin A. Dunn, Jeffrey Xiong, Noga Aharony, Itsik Pe'er, Felix Ambellan, Martin Hanik, Esfandiar Nava-Yazdani, Christoph von Tycowicz, Nina Miolane

CoRR, 2022

ICLR 2022 Challenge for Computational Geometry & Topology: Design and Results.

Adele Myers, Saiteja Utpala, Shubham Talbar, Sophia Sanborn, Christian Shewmake, Claire Donnat, Johan Mathe, Rishi Sonthalia, Xinyue Cui, Tom Szwagier, Arthur Pignet, Andri Bergsson, Søren Hauberg, Dmitriy Nielsen, Stefan Sommer, David A. Klindt, Erik Hermansen, Melvin Vaupel, Benjamin A. Dunn, Jeffrey Xiong, Noga Aharony, Itsik Pe'er, Felix Ambellan, Martin Hanik, Esfandiar Nava-Yazdani, Christoph von Tycowicz, Nina Miolane

Proceedings of the Topological, 2022