@article{automatedbenchmarkdrivendesignand, title = {Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers}, author = {Julia Moosbauer and Martin Binder and Lennart Schneider and Florian Pfisterer and Marc Becker and Michel Lang and Lars Kotthoff and Bernd Bischl}, year = {2021}, eprint = {2111.14756}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2111.14756v1}, }