@inproceedings{NEURIPS2021_17fafe5f, author = {Cooper, A. Feder and Lu, Yucheng and Forde, Jessica and De Sa, Christopher M}, booktitle = {Advances in Neural Information Processing Systems}, editor = {M. Ranzato and A. Beygelzimer and Y. Dauphin and P.S. Liang and J. Wortman Vaughan}, pages = {3081--3095}, publisher = {Curran Associates, Inc.}, title = {Hyperparameter Optimization Is Deceiving Us, and How to Stop It}, url = {https://proceedings.neurips.cc/paper_files/paper/2021/file/17fafe5f6ce2f1904eb09d2e80a4cbf6-Paper.pdf}, volume = {34}, year = {2021} }