Asymptotic Normality and Confidence Intervals for Prediction
           Risk of the Min-norm Least Squares Estimator

                      Zeng Li 1 Chuanlong Xie 2 Qinwen Wang 3

              Abstract                  classical bias-variance trade-off, a U-shape curve, and fur-
   This paper quantifies the uncertainty of prediction        ther shows that the prediction error exhibits a second drop
   risk for the min-norm least squares estimator in         when the model capacity exceeds the  ...