Beck, Jonas

3 publications

NeurIPS 2025 A Data and Task-Constrained Mechanistic Model of the Mouse Outer Retina Shows Robustness to Contrast Variations Kyra L. Kadhim, Jonas Beck, Ziwei Huang, Jakob H. Macke, Fred Rieke, Thomas Euler, Michael Deistler, Philipp Berens

ICML 2024 Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations Jonas Beck, Nathanael Bosch, Michael Deistler, Kyra L. Kadhim, Jakob H. Macke, Philipp Hennig, Philipp Berens

NeurIPS 2022 Efficient Identification of Informative Features in Simulation-Based Inference Jonas Beck, Michael Deistler, Yves Bernaerts, Jakob H Macke, Philipp Berens