Lipschitz Safe Bayesian Optimization for Automotive Control. - Johanna Menn; Pietro Pelizzari; Michael Fleps-Dezasse; Sebastian Trimpe (CDC, 2024)

On Safety in Safe Bayesian Optimization. - Christian Fiedler; Johanna Menn; Lukas Kreisköther; Sebastian Trimpe (Trans. Mach. Learn. Res., 2024)

Safety in safe Bayesian optimization and its ramifications for control. - Christian Fiedler; Johanna Menn; Sebastian Trimpe (CoRR, 2025)