2022
The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection
AAAI 2022technical
Hyperparameter optimization is a ubiquitous challenge in machine learning, and the performance of a trained model depends crucially upon their effective selection. While a rich set of tools exist for this purpose, there are currently no practical hyperparameter selection methods under the constraint…