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Tight Bounds for Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function

#Tight #Bounds #Data-driven #Multiple #Hyper-parameter

arXiv:2608.17343v1 Announce Type: new Abstract: Data-driven algorithm design frames hyperparameter tuning as a statistical learning problem, but establishing generalization guarantees remains challenging due to the implicit, non-smooth dependence of model performance on hyperparameters. Existing…