Brunzema, Paul

6 publications

NeurIPS 2025 BayeSQP: Bayesian Optimization Through Sequential Quadratic Programming Paul Brunzema, Sebastian Trimpe

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

TMLR 2025 Event-Triggered Time-Varying Bayesian Optimization Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe

L4DC 2024 Event-Triggered Safe Bayesian Optimization on Quadcopters Antonia Holzapfel, Paul Brunzema, Sebastian Trimpe

L4DC 2024 Neural Processes with Event Triggers for Fast Adaptation to Changes Paul Brunzema, Paul Kruse, Sebastian Trimpe

NeurIPSW 2024 Variational Last Layers for Bayesian Optimization Paul Brunzema, Mikkel Jordahn, John Willes, Sebastian Trimpe, Jasper Snoek, James Harrison