Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do? - Anastasia Georgiou; Daniel Jungen; Luise F. Kaven; Verena Hunstig; Constantine Frangakis; Ioannis G. Kevrekidis; Alexander Mitsos (CoRR, 2025)