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; et al. (TAG-ML, 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; et al. (CoRR, 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)

Rethinking the Riemannian Logarithm on Flag Manifolds as an Orthogonal Alignment Problem. - Tom Szwagier; Xavier Pennec (GSI (1), 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)

Nested subspace learning with flags. - Tom Szwagier; Xavier Pennec (CoRR, 2025)

Parsimonious Gaussian mixture models with piecewise-constant eigenvalue profiles. - Tom Szwagier; Pierre-Alexandre Mattei; Charles Bouveyron; Xavier Pennec (CoRR, 2025)