Cross-Validation with Antithetic Gaussian Randomization

Sifan Liu, Snigdha Panigrahi, Jake A. Soloff

We introduce a new cross-validation method based on an equicorrelated Gaussian randomization scheme. Our method is well-suited for problems where sample splitting is infeasible, ei…