Hyperparameter Optimization Is Deceiving Us, and How to Stop It

A. Feder Cooper, Yucheng Lu, Jessica Forde, Christopher De Sa. Hyperparameter Optimization Is Deceiving Us, and How to Stop It. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 3081-3095, 2021. [doi]

Abstract

Abstract is missing.