Paul Brunzema

According to our database¹, Paul Brunzema authored at least 10 papers between 2022 and 2026.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Book In proceedings Article PhD thesis Dataset Other

Links

On csauthors.net:

Bibliography

2026

BayeSQP: Bayesian Optimization through Sequential Quadratic Programming.

[BibT_eX]

[DOI]

Paul Brunzema

Sebastian Trimpe

CoRR, February, 2026

The Mini Wheelbot Dataset: High-Fidelity Data for Robot Learning.

[BibT_eX]

[DOI]

CoRR, January, 2026

Vision-Conditioned Variational Bayesian Last Layer Dynamics Models.

[BibT_eX]

[DOI]

CoRR, January, 2026

2025

Fine-Tuning of Neural Network Approximate MPC without Retraining via Bayesian Optimization.

[BibT_eX]

[DOI]

CoRR, December, 2025

Utilizing Bayesian Optimization for Timetable-Independent Railway Junction Performance Determination.

[BibT_eX]

[DOI]

CoRR, October, 2025

Event-Triggered Time-Varying Bayesian Optimization.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2025

Bayesian Optimization via Continual Variational Last Layer Training.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Event-triggered safe Bayesian optimization on quadcopters.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Paul Brunzema

Alexander von Rohr

Sebastian Trimpe

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

Paul Brunzema

Timeline

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Links

On csauthors.net:

Bibliography

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