Linearization Turns Neural Operators into Function-Valued Gaussian Processes
Emilia Magnani, Marvin Pförtner, Tobias Weber, Philipp Hennig
ICML (Spotlight), 2025
laplax - Laplace Approximations with JAX
Tobias Weber, Bálint Mucsányi, Lenard Rommel, Thomas Christie, Lars Kasüschke, Marvin Pförtner, Philipp Hennig
CODEML Workshop at ICML, 2025
Kronecker-factored Approximate Curvature (KFAC) From Scratch
Felix Dangel, Bálint Mucsányi, Tobias Weber, Runa Eschenhagen
arXiv preprint, 2025
Block Graph Neural Networks for tumor heterogeneity prediction
Marianne Abémgnigni Njifon, Tobias Weber, Viktor Bezborodov, Tyll Krueger, Dominic Schuhmacher
arXiv preprint, 2025
Uncertainty Quantification for Fourier Neural Operators
Tobias Weber, Emilia Magnani, Marvin Pförtner, Philipp Hennig
ICLR 2024 Workshop on AI4DifferentialEquations In Science