Paul Brunzema

14 papers A* 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming.
CoRR
Paul Brunzema, Sebastian Trimpe
2026 J jnl
The Mini Wheelbot Dataset: High-Fidelity Data for Robot Learning.
CoRR
Henrik Hose, Paul Brunzema, Devdutt Subhasish, Sebastian Trimpe
2026 J jnl
Vision-Conditioned Variational Bayesian Last Layer Dynamics Models.
CoRR
Paul Brunzema, Thomas Lew, Ray Zhang, Takeru Shirasawa, John K. Subosits, Marcus Greiff
2025 A* conf
Bayesian Optimization via Continual Variational Last Layer Training.
ICLR
Paul Brunzema, Mikkel Jordahn, John Willes, Sebastian Trimpe, Jasper Snoek, James Harrison
2025 J jnl
Event-Triggered Time-Varying Bayesian Optimization.
Trans. Mach. Learn. Res.
Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe
2025 J jnl
Fine-Tuning of Neural Network Approximate MPC without Retraining via Bayesian Optimization.
CoRR
Henrik Hose, Paul Brunzema, Alexander von Rohr, Alexander Gräfe, Angela P. Schoellig, Sebastian Trimpe
2025 J jnl
Utilizing Bayesian Optimization for Timetable-Independent Railway Junction Performance Determination.
CoRR
Tamme Emunds, Paul Brunzema, Sebastian Trimpe, Nils Nießen
2024 J jnl
Bayesian Optimization via Continual Variational Last Layer Training.
CoRR
Paul Brunzema, Mikkel Jordahn, John Willes, Sebastian Trimpe, Jasper Snoek, James Harrison
2024 — conf
Event-triggered safe Bayesian optimization on quadcopters.
L4DC
Antonia Holzapfel, Paul Brunzema, Sebastian Trimpe
2024 — conf
Neural processes with event triggers for fast adaptation to changes.
L4DC
Paul Brunzema, Paul Kruse, Sebastian Trimpe
2023 J jnl
Event-Triggered Safe Bayesian Optimization on Quadcopters.
CoRR
Antonia Holzapfel, Paul Brunzema, Sebastian Trimpe
2022 J jnl
Event-Triggered Time-Varying Bayesian Optimization.
CoRR
Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe
2022 — conf
On Controller Tuning with Time-Varying Bayesian Optimization.
CDC
Paul Brunzema, Alexander von Rohr, Sebastian Trimpe
2022 J jnl
On Controller Tuning with Time-Varying Bayesian Optimization.
CoRR
Paul Brunzema, Alexander von Rohr, Sebastian Trimpe