Zeinhofer, Marius

6 publications

NeurIPS 2025 Collapsing Taylor Mode Automatic Differentiation Felix Dangel, Tim Siebert, Marius Zeinhofer, Andrea Walther

NeurIPS 2025 Improving Energy Natural Gradient Descent Through Woodbury, Momentum, and Randomization Andres Guzman-Cordero, Felix Dangel, Gil Goldshlager, Marius Zeinhofer

NeurIPS 2024 Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks Felix Dangel, Johannes Müller, Marius Zeinhofer

ICML 2024 Position: Optimization in SciML Should Employ the Function Space Geometry Johannes Müller, Marius Zeinhofer

ICML 2023 Achieving High Accuracy with PINNs via Energy Natural Gradient Descent Johannes Müller, Marius Zeinhofer

ICLRW 2020 Deep Ritz Revisited Johannes Müller, Marius Zeinhofer