@article{
benjamins2026carps,
title={carps: A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks},
author={Carolin Benjamins and Helena Graf and Sarah Segel and Difan Deng and Tim Ruhkopf and Leona Hennig and Soham Basu and Neeratyoy Mallik and Edward Bergman and Deyao Chen and Fran{\c{c}}ois Cl{\'e}ment and Alexander Tornede and Matthias Feurer and Katharina Eggensperger and Frank Hutter and Carola Doerr and Marius Lindauer},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=AuA8m4I6zI},
note={Reproducibility Certification}
}