Maria Laura Santoni

According to our database, Maria Laura Santoni authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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., September, 2024

Illuminating the Diversity-Fitness Trade-Off in Black-Box Optimization.

Maria Laura Santoni, Elena Raponi, Aneta Neumann, Frank Neumann, Mike Preuss, Carola Doerr

CoRR, 2024

2023

Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60.

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

PI is back! Switching Acquisition Functions in Bayesian Optimization.

Carolin Benjamins, Elena Raponi, Anja Jankovic, Koen van der Blom, Maria Laura Santoni, Marius Lindauer, Carola Doerr

CoRR, 2022