Differentially Private Hyperparameter Tuning using Local Bayesian Optimization
arXiv:2502.06044v3 Announce Type: replace
Abstract: Hyperparameter tuning is a key component of machine learning procedures, but when validation data contain sensitive user information, search mechanisms can leak private information through the select…