2023
DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization
NeurIPS 2023poster
Hyperparameter optimization, also known as hyperparameter tuning, is a widely recognized technique for improving model performance. Regrettably, when training private ML models, many practitioners often overlook the privacy risks associated with hyperparameter optimization, which could potentially e…