Doerr, Carola

5 publications

AutoML 2023 MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts Diederick Vermetten, Furong Ye, Thomas Bäck, Carola Doerr

AutoML 2023 PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov

AutoML 2023 Self-Adjusting Weighted Expected Improvement for Bayesian Optimization Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer

NeurIPSW 2022 Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis Carolin Benjamins, Anja Jankovic, Elena Raponi, Koen van der Blom, Marius Lindauer, Carola Doerr

AAAI 2020 Optimization of Chance-Constrained Submodular Functions Benjamin Doerr, Carola Doerr, Aneta Neumann, Frank Neumann, Andrew M. Sutton