@inproceedings{cooper2021deception, 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}}, volume = {34}, year = {2021} }