@article{bestpracticesforempiricalmetaalgorithmic, title = {Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research Network}, author = {Theresa Eimer and Lennart Schäpermeier and André Biedenkapp and Alexander Tornede and Lars Kotthoff and Pieter Leyman and Matthias Feurer and Katharina Eggensperger and Kaitlin Maile and Tanja Tornede and Anna Kozak and Ke Xue and Marcel Wever and Mitra Baratchi and Damir Pulatov and Heike Trautmann and Haniye Kashgarani and Marius Lindauer}, year = {2025}, eprint = {2512.16491}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.16491}, }