2023
Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation
ICML 2023oral
We study subsampling-based ridge ensembles in the proportional asymptotics regime, where the feature size grows proportionally with the sample size such that their ratio converges to a constant. By analyzing the squared prediction risk of ridge ensembles as a function of the explicit penalty $\lambd…