Fiedler, Christian

5 publications

NeurIPS 2025 Kernel Conditional Tests from Learning-Theoretic Bounds Pierre-François Massiani, Christian Fiedler, Lukas Haverbeck, Friedrich Solowjow, Sebastian Trimpe

TMLR 2024 On Safety in Safe Bayesian Optimization Christian Fiedler, Johanna Menn, Lukas Kreisköther, Sebastian Trimpe

ICML 2024 On Statistical Learning Theory for Distributional Inputs Christian Fiedler, Pierre-François Massiani, Friedrich Solowjow, Sebastian Trimpe

NeurIPS 2023 On Kernel-Based Statistical Learning Theory in the Mean Field Limit Christian Fiedler, Michael Herty, Sebastian Trimpe

AAAI 2021 Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe