Becker, Sören

4 publications

ICLR 2024 ODEFormer: Symbolic Regression of Dynamical Systems with Transformers Stéphane d'Ascoli, Sören Becker, Philippe Schwaller, Alexander Mathis, Niki Kilbertus

ICML 2023 Predicting Ordinary Differential Equations with Transformers Sören Becker, Michal Klein, Alexander Neitz, Giambattista Parascandolo, Niki Kilbertus

NeurIPSW 2022 Discovering Ordinary Differential Equations That Govern Time-Series Sören Becker, Michal Klein, Alexander Neitz, Giambattista Parascandolo, Niki Kilbertus

NeurIPSW 2022 Modeling Single-Cell Dynamics Using Unbalanced Parameterized Monge Maps Luca Eyring, Dominik Klein, Giovanni Palla, Sören Becker, Philipp Weiler, Niki Kilbertus, Fabian J Theis