Guilloux, Agathe

5 publications

ICML 2024 Dynamic Survival Analysis with Controlled Latent States Linus Bleistein, Van Tuan Nguyen, Adeline Fermanian, Agathe Guilloux

ICLR 2024 On the Generalization and Approximation Capacities of Neural Controlled Differential Equations Linus Bleistein, Agathe Guilloux

ICML 2023 Learning the Dynamics of Sparsely Observed Interacting Systems Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux

ICMLW 2023 On the Generalization Capacities of Neural Controlled Differential Equations Linus Bleistein, Agathe Guilloux

JMLR 2019 Binarsity: A Penalization for One-Hot Encoded Features in Linear Supervised Learning Mokhtar Z. Alaya, Simon Bussy, Stéphane Gaïffas, Agathe Guilloux