Paul Brunzema

According to our database, Paul Brunzema authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Event-Triggered Time-Varying Bayesian Optimization.

Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe

Trans. Mach. Learn. Res., 2025

Bayesian Optimization via Continual Variational Last Layer Training.

Paul Brunzema, Mikkel Jordahn, John Willes, Sebastian Trimpe, Jasper Snoek, James Harrison

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Event-triggered safe Bayesian optimization on quadcopters.

Antonia Holzapfel, Paul Brunzema, Sebastian Trimpe

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Neural processes with event triggers for fast adaptation to changes.

Paul Brunzema, Paul Kruse, Sebastian Trimpe

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2022

On Controller Tuning with Time-Varying Bayesian Optimization.

Paul Brunzema, Alexander von Rohr, Sebastian Trimpe

Proceedings of the 61st IEEE Conference on Decision and Control, 2022