@inproceedings{hyperparameteroptimizationisdeceivingus, title = {Hyperparameter Optimization Is Deceiving Us, and How to Stop It}, author = {A. Feder Cooper and Yucheng Lu and Jessica Zosa Forde and Christopher De Sa}, year = {2021}, booktitle = {NeurIPS 2021 12}, eprint = {2102.03034}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2102.03034v4}, }