PI is back! Switching Acquisition Functions in Bayesian Optimization. - Carolin Benjamins; Elena Raponi; Anja Jankovic 001; Koen van der Blom; Maria Laura Santoni; Marius Lindauer; Carola Doerr (CoRR, 2022)

Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60. - Maria Laura Santoni; Elena Raponi; Renato De Leone; Carola Doerr (GECCO Companion, 2023)

Illuminating the Diversity-Fitness Trade-Off in Black-Box Optimization. - Maria Laura Santoni; Elena Raponi; Aneta Neumann; Frank Neumann 001; Mike Preuss; Carola Doerr (CoRR, 2024)

Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB. - Maria Laura Santoni; Elena Raponi; Renato De Leone; Carola Doerr (ACM Trans. Evol. Learn. Optim., 2024)

Cascading CMA-ES Instances for Generating Input-diverse Solution Batches. - Maria Laura Santoni; Christoph Dürr; Carola Doerr; Mike Preuss; Elena Raponi (CoRR, 2025)