ROTI-GCV: Generalized Cross-Validation for right-ROTationally Invariant Data

Kevin Luo, Yufan Li, Pragya Sur

Two key tasks in high-dimensional regularized regression are tuning the regularization strength for accurate predictions and estimating the out-of-sample risk. It is known that the…