On Controller Tuning with Time-Varying Bayesian Optimization. - Paul Brunzema; Alexander von Rohr; Sebastian Trimpe (CDC, 2022)

Neural processes with event triggers for fast adaptation to changes. - Paul Brunzema; Paul Kruse; Sebastian Trimpe (L4DC, 2024)

Event-triggered safe Bayesian optimization on quadcopters. - Antonia Holzapfel; Paul Brunzema; Sebastian Trimpe (L4DC, 2024)

Bayesian Optimization via Continual Variational Last Layer Training. - Paul Brunzema; Mikkel Jordahn; John Willes; Sebastian Trimpe; Jasper Snoek; James Harrison (ICLR, 2025)

Event-Triggered Time-Varying Bayesian Optimization. - Paul Brunzema; Alexander von Rohr; Friedrich Solowjow; Sebastian Trimpe (Trans. Mach. Learn. Res., 2025)