Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function

Tung Quoc Le, Anh Tuan Nguyen, Viet Anh Nguyen

Data-driven algorithm design automates hyperparameter tuning, but its statistical foundations remain limited because model performance can depend on hyperparameters in implicit and…