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)

Cross Section Doppler Broadening prediction using Physically Informed Deep Neural Networks. - Arthur Pignet; Luiz Leal; Vaibhav Jaiswal (CoRR, 2022)

SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. - Tanguy Marchand; Regis Loeb; Ulysse Marteau-Ferey; Jean Ogier du Terrail; Arthur Pignet (ICML, 2023)

Legitimate ground-truth-free metrics for deep uncertainty classification scoring. - Arthur Pignet; Chiara Regniez; John Klein (AISTATS, 2025)

Robust sensitivity control in digital pathology via tile score distribution matching. - Arthur Pignet; John Klein; Geneviève Robin; Antoine Olivier (CoRR, 2025)